Financial Analysis & Forecasting Purpose of Spreadsheet:
Prepared by Sumit Kumar Jain CA,CS,B.com(Hons.) Revised:
11/22/2002
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To illustrate concepts related to financial analysis and forecasting. The financial analysis uses a combination of ratios and industry averages to evaluate the financial performance of the company. Trend line graphs are also generated, comparing the company's performance with the industry averages. Finally, the historical information is used to prepare a set of pro forma financial statements using both linear and non-linear functions.
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Required Inputs: You will need to collect financial statements for several reporting periods. If you want to benchmark the performance against the industry, then you will also need to collect industry averages. The spreadsheet is setup to capture five reporting periods (annual, quarterly, monthly). All input fields are highlighted in yellow. For best results, SEC Filings are suggested since these reports provide more detail than published financial statements. Note: A small red triangle in the upper right corner of a cell indicates that a comment has been inserted. Point your mouse over the cell and the comment will appear. If a cell appears in red, this indicates a warning concerning a calculation. Worksheets: This spreadsheet consists of the following worksheets, divided into three sections: A) Input Worksheets for financial analysis using historical data: Worksheet 2 3 4 5
Title General Input Balance Sheet Income Statement Cash Flow Statement
Purpose Enter general information here - used on several worksheets. Enter comparative balances sheets for up to five periods. Enter comparative income statements for up to five periods. Enter comparative cash flow statements for up to five periods.
Caution: If you enter less than five years of historical information, certain worksheet formulas may have to be revised. B) Output Worksheets for evaluating financial performance: 6 Key Financial Data Calculates key financial information for further analysis. 7 Ratio Analysis Calculates a series of ratios for further analysis. 8 Benchmark Analysis Compare ratio analysis to industry averages. 9 Horizontal Analysis Horizontal analysis with corresponding trend lines. 10 Vertical Analysis Common size financials in percentages and graphs. C) Pro Forma / Forecasted Financials for Budgeting: 11
Pro Forma - Simple
Set of pro forma financials using simple assumptions
12 13 14 15 16
Pro Forma - Regression Pro Forma - Exponential Scenario Analysis Budget Analysis Final Budgets
Set of pro forma financials using linear trending Set of pro forma financials using exponential smoothing Example of Scenario Analysis and Goal Seek Analysis Preliminary budget analysis Set of budgets per various assumptions and forecasts.
Note: Some additional worksheets (Answer Reports 1 & 2) may appear in the spreadsheet due to the running of Solver. Macros: No macros have been used in this spreadsheet to give everyone some assurance that no viruses are contained in the spreadsheet. However, you are free to add your own macros to save time. Tools > Macro > Record New Macro Excel Functions: This spreadsheet uses certain financial functions (such as =TREND) which might not be found in your version of Microsoft Excel. To take full advantage of financial and statistical functions, you should install the Add On package titled: Analysis TookPak. Go to the main tool bar, select Tools => Add-Ins => check the Analysis TookPak option, insert your Excel CD and install the Analysis ToolPak. Also, you might want to install the Solver Add-in since this is useful for solving special forecasting issues (such as finding the optimal exponential factor). Compatibility: This spreadsheet was created with Microsoft Excel 2000. Older versions of Excel (such as 97) may not be compatible with this spreadsheet. Corrections: With any “attempt” to build an Excel Model, I can easily make some mistakes. So if you have suggestions to make the model better, drop me an email and I’ll be glad to improve the financial model. My email address is:
[email protected]
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sed on several worksheets. s for up to five periods. ents for up to five periods. ments for up to five periods. certain worksheet
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General Input Panel
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The following general information should be entered: Note: Sample data has been entered in the input cells to help you get started.
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Name of Company => XYZ Ltd
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Reporting Periods =>
Annual
(Annual, Semi-annual, Quarterly or Monthly)
2-3
Number of Days in Reporting Period are
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365
What reporting periods will be entered? 2-4 2-5 2-6 2-7 2-8
Most Current Period Previous Period 2nd Previous Period 3rd Previous Period 4th Previous Period
2008 (1999, July 1998, 6/30/97, etc.) 2007 (1999, July 1998, 6/30/97, etc.) 2006 (1999, July 1998, 6/30/97, etc.) 2005 (1999, July 1998, 6/30/97, etc.) 2004 (1999, July 1998, 6/30/97, etc.)
2-9
Number of historical periods to be analyzed
5
How are the amounts expressed in the financial statements? (such as: in millions of dollars, thousands of Canadian dollars, etc.) 2-10 millions of Rs.
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Balance Sheet for XYZ Ltd
Description
Annual Period 2004
Annual Period 2005
millions of Rs. Annual Period 2006
Annual Period 2007
Annual Period 2008
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
990 10 1,020 1,005 870 3,895
950 15 1,550 1,360 1,150 5,025
901 12 1,830 1,650 1,370 5,763
998 6 2,250 1,900 1,650 6,804
870 11 3,040 2,060 1,530 7,511
Fixed Assets Accumulated Depreciation Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets Total Assets
14,006 (1,280) 12,726 360 65 100 13,251 17,146
17,605 (1,700) 15,905 320 0 110 16,335 21,360
21,826 (2,100) 19,726 120 0 105 19,951 25,714
26,950 (2,550) 24,400 590 250 135 25,375 32,179
28,100 (3,010) 25,090 905 412 195 26,602 34,113
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
2,050 1,200 12 1,050 4,312
3,150 1,830 15 1,250 6,245
3,290 2,580 25 1,480 7,375
3,870 3,100 30 1,590 8,590
4,800 3,550 36 1,301 9,687
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities Total Liabilities
1,160 650 1,810 6,122
1,750 750 2,500 8,745
2,600 701 3,301 10,676
3,600 890 4,490 13,080
3,950 995 4,945 14,632
Prepared by Matt H. Evans 10/12/2009
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Balance Sheet for XYZ Ltd
Description
Annual Period 2004
Annual Period 2005
millions of Rs. Annual Period 2006
Annual Period 2007
Annual Period 2008
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Total Shareholder Equity
0 2,044 5,013 5,097 275 (1,405) 11,024
0 2,005 4,900 7,050 120 (1,460) 12,615
0 2,069 5,159 9,840 (550) (1,480) 15,038
0 2,090 5,626 15,050 (2,147) (1,520) 19,099
0 2,120 5,628 20,005 (6,722) (1,550) 19,481
Total Liabilities & Equity
17,146
21,360
25,714
32,179
34,113
0 Balances
0 Balances
0 Balances
0 Balances
0 Balances
0 112 0 1,320 $10.00 0
0 101 0 1,290 $10.00 0
0 90 0 1,302 $10.00 0
0 98 0 1,345 $10.00 0
0 109 0 1,322 $10.00 0
$22.65 $0.00 0 0 $8.35 $1.01
$28.90 $0.00 0 0 $9.78 $1.49
$37.05 $0.00 0 0 $11.55 $1.89
$33.60 $0.00 0 0 $14.20 $1.75
$29.40 $0.00 0 0 $14.74 $1.76
Check: Assets = Liab + Equity ? Comment =>
NonDepreciable Fixed Assets Deferred Taxes Goodwill Write Off No of Common Shares o/s Par Value of Common Stock No of Preferred Shares o/s Par Value of Preferred Stock Market Price of Common Stock Market Price of Preferred Stock Preferred Dividends in Arrears Liquidating value of Preferred Stk Book Value per Share Dividends per Common Share
Prepared by Matt H. Evans 10/12/2009
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Balance Sheet for XYZ Ltd
Description Dividend Payout Ratio Cash Dividends to Preferred Stock Cash Dividends to Common Stock Total Dividends Paid
Annual Period 2004
Annual Period 2005
45.47% 0 1,330 1,330
38.61% 0 1,918 1,918
millions of Rs. Annual Period 2006 39.44% 0 2,461 2,461
Prepared by Matt H. Evans 10/12/2009
Annual Period 2007 29.76% 0 2,354 2,354
Annual Period 2008 30.24% 0 2,329 2,329
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Income Statement for XYZ Ltd Annual Period 2004 12,060 16 12,076 (4,950) (11) (4,961) (3,300) 3,815
Annual Period 2005 16,700 19 16,719 (7,050) (13) (7,063) (3,880) 5,776
millions of Rs. Annual Period 2006 21,170 26 21,196 (8,233) (17) (8,250) (4,637) 8,309
Annual Period 2007 24,700 37 24,737 (9,050) (22) (9,072) (5,670) 9,995
Annual Period 2008 27,400 48 27,448 (10,150) (28) (10,178) (7,120) 10,150
Interest Expenses Foreign Exchange (Loss) Gain Associated Company (Loss) Gain Other NonOperating (Loss) Gain Income Tax Expense Reserve Charges Income Before Extra Ord Items
(117) 0 0 0 (790) 0 2,908
(122) 0 0 17 (1,005) 0 4,666
(216) 0 (22) 0 (2,050) 0 6,021
(282) 0 0 0 (2,105) 0 7,608
(304) 0 0 0 (2,660) 0 7,186
Extra Ordinary Items (Loss) Gain Tax Effects of Extraordinary Items Minority Interests Net Income
0 0 17 2,925
0 0 302 4,968
0 0 219 6,240
0 0 303 7,911
0 0 515 7,701
Primary EPS Earnings Before Int & Taxes Depreciation & Amortization Research & Devel Expenses Capitalized Interest Expense Interest Income
$2.22 3,832 (310) 0 (16) 4
$3.85 6,095 (420) 0 (19) 6
$4.79 8,506 (400) 0 (33) 11
$5.88 10,298 (450) 0 (39) 19
$5.83 10,665 (460) 0 (30) 27
Description Net Sales Other Operating Revenues Total Revenues Cost of Goods Sold Other Operating Expenses Total Direct Expenses Selling, General & Administrative Operating Income
Prepared by Matt H. Evans 10/12/2009
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Income Statement for XYZ Ltd
Description Total Non Operating Expenses Total Extra Ordinary Items Tax Rate
Annual Period 2004 (907) 17 21.36%
Annual Period 2005 (1,110) 302 17.78%
millions of Rs. Annual Period 2006 (2,288) 219 25.33%
Prepared by Matt H. Evans 10/12/2009
Annual Period 2007 (2,387) 303 21.67%
Annual Period 2008 (2,964) 515 27.02%
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Cash Flow Statement for XYZ Ltd
Description Net Income Depreciation and Amortization (Increase) Decrease Defer Taxes (Gain) Loss on Sale of Assets (Increase) Decrease Current Assets Increase (Decrease) Current Liab Cash Flow from Operations
Annual Period 2004
millions of Rs. Annual Period 2006
Annual Period 2005
Annual Period 2007
Annual Period 2008
2,925 310 (2) (55) (162) 206 3,222
4,968 420 11 0 (1,130) 1,933 6,202
6,240 400 11 45 (738) 1,130 7,088
7,911 450 (8) 0 (1,041) 1,215 8,527
7,701 460 (11) 0 (707) 1,097 8,540
Capital Expenditures Acquisition in Other Co's Proceeds from Sales of Assets Purchases of Investments Sale of Investments Other Investment Activities Cash Provided (Used) from Investmts
(1,455) (135) 112 (712) 162 33 (1,995)
(2,750) 0 35 (1,979) 129 (166) (4,731)
(3,880) 0 0 (1,801) 330 61 (5,290)
(5,220) 0 150 (2,314) 221 (12) (7,175)
(4,108) 0 182 (2,609) 50 0 (6,485)
Proceeds from Borrowings Payments on Borrowings Dividends Paid to Shareholders Proceeds from Minority Interest Issue Stock / Exercise Options Purchase / Retire Common Stock Other Financing Activities Cash Provided (Used) from Financing
1,070 (1,112) (1,330) 5 195 0 (75) (1,247)
1,044 (650) (1,918) 12 1 0 0 (1,511)
1,460 (898) (2,461) 7 45 0 0 (1,847)
1,880 (801) (2,354) 7 13 0 0 (1,255)
1,105 (961) (2,329) 8 6 0 (12) (2,183)
(20)
(40)
(49)
97
(128)
Increase (Decrease) to Cash
Prepared by Matt H. Evans 10/12/2009
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Cash Flow Statement for XYZ Ltd
Description Beginning Cash Balance Ending Cash Balance Check: Should agree to Balance Sheet Comment =>
Annual Period 2004 1,010 990 0 Balances
Annual Period 2005 990 950 0 Balances
millions of Rs. Annual Period 2006 950 901 0 Balances
Prepared by Matt H. Evans 10/12/2009
Annual Period 2007 901 998 0 Balances
Annual Period 2008 998 870 0 Balances
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Key Financial Data for XYZ Ltd
Description EBITDA : Income before ExtraOrd Items Interest Expense Capitalized Interest Expense Income Tax Expense Reserve Charges Depreciation and Amortization EBITDA EBITDA Margin Free Cash Flow: Operating Cash Flow Investment Cash Flows Preferred Dividends Paid (fixed) Redemption of Fixed Obligations Other Critical Outlays Free Cash Flow Working Capital: Current Assets Current Liabilities Working Capital Liquid Capital: Cash and Cash Equivalents Marketable Securities Accounts Receivable Notes Receivable Total Current Liabilities Long Term Debt Preferred Equity Liquid Capital
Annual Period 2004
Annual Period 2005
millions of Rs. Annual Period 2006
Annual Period 2007
Annual Period 2008
2,908 117 16 790 0 310 4,141
4,666 122 19 1,005 0 420 6,232
6,021 216 33 2,050 0 400 8,720
7,608 282 39 2,105 0 450 10,484
7,186 304 30 2,660 0 460 10,640
34%
37%
41%
42%
39%
3,222 (1,995) 0 (1,112) (35) 80
6,202 (4,731) 0 (650) (45) 776
7,088 (5,290) 0 (898) (42) 858
8,527 (7,175) 0 (801) (30) 521
8,540 (6,485) 0 (961) (25) 1,069
3,895 4,312 (417)
5,025 6,245 (1,220)
5,763 7,375 (1,612)
6,804 8,590 (1,786)
7,511 9,687 (2,176)
990 10 1,020 0 (4,312) (1,160) 0 (3,452)
950 15 1,550 0 (6,245) (1,750) 0 (5,480)
901 12 1,830 0 (7,375) (2,600) 0 (7,232)
998 6 2,250 0 (8,590) (3,600) 0 (8,936)
870 11 3,040 0 (9,687) (3,950) 0 (9,716)
The following valuation indicators are very simple and basic; they are used as quick, rough estmates. Market Capitalization: Market Cap - Common Stk Market Cap - Preferred Stk Total Market Capitalization Present Value: Normalized Cash Flow Weight %'s
$29,898 $0.00 $29,898
$37,281 $0.00 $37,281
$48,239 $0.00 $48,239
$45,192 $0.00 $45,192
$38,867 $0.00 $38,867
5.00%
10.00%
15.00%
30.00%
40.00%
Key Financial Data for XYZ Ltd
Description Normalized Cash Flow Number of Future Periods Required Rate of Return Present Value of Free Cash Flow Present Value of Selling Price Present Value of Business
Annual Period 2004
Annual Period 2005
millions of Rs. Annual Period 2006
Annual Period 2007
$315,000 <= estimated selling price
Revenue Multiplier: Recent Gross Revenues Average Competitive Rev Multiplier Value based on Revenue Multiple Capitalization of Earnings: Normalized Net Income Weights % Normalized Net Income Capitalization Rate Nominal Growth Rate Net Capitalization Rate Value based on Earnings
Annual Period 2008 794 15 11.00% $5,711 $65,836 $71,547
27,448 3.14 $86,187
5.00%
25.00%
30.00%
35.00% 6,681 12.00% 3.50% 8.50% $78,605
Operating Leverage
1.31
1.49
1.21
0.14
Financial Leverage
1.46
0.61
1.12
(0.65)
Total Leverage
1.92
0.91
1.36
(0.09)
1.92
0.91
1.36
(0.09)
Check Totals
5.00%
0.00
Ratio Analysis for XYZ Ltd
Title of Ratio
Annual Period 2004
Annual Period 2005
Annual Period 2006
Annual Period 2007
Annual Period 2008
Acid Test Ratio
0.47
0.40
0.37
0.38
0.40
Current Ratio
0.90
0.80
0.78
0.79
0.78
Operating Cash Flow to Net Income
1.10
1.25
1.14
1.08
1.11
0 990 0 11 10 110 34 1,020 34,257 79 1,005 79,745 16 870 13,920 33
0 950 0 12 15 180 30 1,550 46,158 61 1,360 83,261 22 1,150 25,300 31
0 901 0 16 12 192 31 1,830 56,217 67 1,650 110,092 26 1,370 35,620 35
0 998 0 15 6 90 32 2,250 72,213 72 1,900 136,018 21 1,650 34,650 36
0 870 0 14 11 154 36 3,040 110,751 71 2,060 146,676 19 1,530 29,070 38
(0.03) 0.42 0.74 15.46 0.70 17.29
(0.07) 0.46 0.94 12.78 0.78 14.90
(0.08) 0.54 1.09 11.13 0.82 13.51
(0.07) 0.65 1.06 7.53 0.77 9.94
(0.08) 0.82 1.03 5.90 0.80 8.48
11,520 1,060 10.9
15,750 1,285 12.3
20,080 1,690 11.9
23,200 2,040 11.4
26,500 2,645 10.0
34
30
31
32
36
1,046 4.6
1,183 6.0
1,505 5.5
1,775 5.1
1,980 5.1
79
61
67
72
71
0.7
0.8
0.8
0.8
0.8
Liquidity Index: Cash - Days Removed Cash Balance Cash Balance Total Marketable Sec - Days Removed Marketable Securities Balance Marketable Securities Total Receivables - Days Removed Receivable Balance Receivable Balance Total Inventory - Days Removed Inventory Balance Inventory Balance Total Other - Days Removed Other Current Assets Balance Other Current Assets Total Liquidity Index (Days) Z Score: 1.2 x (working capital / total assets) 1.4 x (retained earn / total assets) 3.3 x (EBIT / total assets) .6 x (market value equity / b.v. debt) .999 x (sales / total assets) Z Score
Receivable Turnover: Credit Sales Average Receivable Balance Receivable Turnover Days Required to Collect A/R
Inventory Turnover: Average Inventory Balance Inventory Turnover Days in Inventory Total Asset Turnover
Ratio Analysis for XYZ Ltd
Title of Ratio
Annual Period 2004
Annual Period 2005
Annual Period 2006
Annual Period 2007
Annual Period 2008
Operating Assets Ratio
0.97
0.98
0.99
0.97
0.96
Gross Profit Margin
59%
58%
61%
63%
63%
Operating Margin
32%
35%
39%
40%
37%
Net Profit Margin
24%
30%
29%
32%
28%
Direct Cost to Operating Revenues
41%
42%
39%
37%
37%
Capitalization Rate / Asset Return: Net Operating Income Total Investments / Operating Assets Capitalization Rate / Return
3,000 16,621 18.05%
4,749 20,930 22.69%
6,204 25,489 24.34%
7,829 31,204 25.09%
7,408 32,601 22.72%
Return on Shareholder Equity
24%
33%
35%
33%
26%
Debt to Total Assets
0.36
0.41
0.42
0.41
0.43
Debt to Common Equity
0.50
0.63
0.63
0.57
0.53
33
50
39
37
35
10.2
7.5
7.7
5.7
5.0
2.7
3.0
3.2
2.4
2.0
4.45%
5.14%
5.10%
5.21%
5.99%
Times Interest Earned
Price to Earnings (P/E) Price to Book Value Stock Yield
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Benchmark Analysis for XYZ Ltd You need to collect benchmark data on the respective industry for the subject company. Enter the benchmark data in the appropriate input cells. This information is used to generate trend line graphs in this worksheet. If you do not have any benchmark data, then fill in the highlighted yellow cell with numeric zero "0". The "industry" line will be null in the graph and show only the company specific ratio trend.
Annual Period 2004
Annual Period 2005
Annual Period 2006
Ref
Description
8-1 7-1
Acid Test Ratio - Industry Acid Test Ratio - Company
0.51 0.47
0.52 0.40
0.50 0.37
8-2 7-2
Current Ratio - Industry Current Ratio - Company
1.12 0.90
1.10 0.80
1.05 0.78
8-3 7-21
Receivable Turnover - Industry Receivable Turnover - Company
8.50 10.87
8.70 12.26
8.40 11.88
8-4 7-22
Days to Collect A/R - Industry Days to Collect A/R - Company
41 34
39 30
40 31
8-5 7-25
Inventory Turnover - Industry Inventory Turnover - Company
4.40 4.60
4.45 5.96
4.20 5.47
8-6 7-26
Days in Inventory - Industry Days in Inventory - Company
86 79
88 61
81 67
8-7 7-27
Asset Turnover - Industry Asset Turnover - Company
1.60 0.70
1.55 0.78
1.62 0.82
8-8 7-29
Gross Profit Margin - Industry Gross Profit Margin - Company
55.00% 58.96%
52.00% 57.78%
60.00% 61.11%
8-10 7-31
Net Profit Margin - Industry Net Profit Margin - Company
20.00% 24.22%
23.00% 29.71%
22.00% 29.44%
8-11 8-12
Return on Total Assets - Industry Return on Total Assets - Company
38.00% 30.00%
36.00% 25.80%
37.00% 26.51%
8-13 8-14
Return on Equity - Industry Return on Equity - Company
26.00% 23.93%
22.00% 33.44%
24.00% 35.28%
8-15 7-38
Debt to Equity - Industry Debt to Equity - Company
35% 50%
38% 63%
31% 63%
8-16 7-39
Times Interest Earned - Industry Times Interest Earned - Company
40 33
4-13 8-17 8-18
We added the following two ratios to assess if the Company has excessive growth: Provision for Taxes (790) (1,005) (2,050) Trading Ratio - Company 1.24 1.37 1.52 Trading Ratio - Industry 1.26 1.28 1.31
8-19 8-20
Net Sales to Net Worth - Company Net Sales to Net Worth - Industry
1.18 1.22
38 50
1.44 1.20
36 39
1.63 1.19
Source for Benchmark Data: Almanac of Business and Industrial Financial Ratios by Leo Troy, Prentice Ha Graphs appear below for each of the above comparisons:
Acid Ratio Comparison 0.60 0.50
Ratio
0.40
Acid Test Ratio - Industry Acid Test Ratio - Company
0.30 0.20 0.10 0.00 2004
2005
2006
2007
2008
Periods
Current Ratio Comparison 1.20 1.00
Ratio
0.80
Current Ratio Industry Current Ratio Company
0.60 0.40 0.20 0.00 2004
2005
2006 Periods
2007
2008
0.40
Company
0.20 0.00 2004
2005
2006
2007
2008
Periods
Receivable Turnover Comparison 14.00
Turnover Rate
12.00 Receivable Turnover Industry Receivable Turnover Company
10.00 8.00 6.00 4.00 2.00 0.00 2004
2005
2006
2007
2008
Periods
Days to Collect A/R
Receivable Collection Comparison 45 40 35 30 25 20 15 10 5 0 2004
Days A/R Days A/R -
2005
2006
2007
to Collect Industry to Collect Company
2008
Periods
Inventory Turnover Comparison 7.00
Turnover Rate
6.00 Inventory Turnover Industry Inventory Turnover Company
5.00 4.00 3.00 2.00 1.00 0.00 2004
2005
2006
2007
2008
Turnover Rate
6.00 Inventory Turnover Industry Inventory Turnover Company
5.00 4.00 3.00 2.00 1.00 0.00 2004
2005
2006
2007
2008
Periods
Inventory Days Comparison Days Held in Inventory
100 80
Days in Inventory Industry Days in Inventory Company
60 40 20 0 2004
2005
2006
2007
2008
Periods
Turnover Rate
Asset Turnover Comparison 1.80 1.60 1.40 1.20 1.00 0.80 0.60 0.40 0.20 0.00 2004
Asset Turnover - Industry Asset Turnover - Company
2005
2006
2007
2008
Periods
Gross Profit Margin rofit Margin
70.00% 60.00% 50.00% 40.00% 30.00%
Gross Profit Margin Industry Gross Profit
Gross Profit Margin Gross Profit Margin
70.00% 60.00% Gross Profit Margin Industry Gross Profit Margin Company
50.00% 40.00% 30.00% 20.00% 10.00% 0.00% 2004
2005
2006
2007
2008
Periods
Net Profit Margin 35.00%
Net Profit Margin
30.00% Net Profit Margin Industry Net Profit Margin Company
25.00% 20.00% 15.00% 10.00% 5.00% 0.00% 2004
2005
2006
2007
2008
Periods
Return on Total Assets
Return on Total Assets 40.00% 35.00% 30.00% 25.00% 20.00% 15.00% 10.00% 5.00% 0.00% 2004
Return on Total Assets Industry Return on Total Assets Company 2005
2006
Periods
2007
2008
Retur
10.00% 5.00% 0.00% 2004
Company 2005
2006
2007
2008
Periods
Return on Common Equity
Return on Equity Comparison 40.00% 35.00% 30.00% 25.00% 20.00% 15.00% 10.00% 5.00% 0.00% 2004
Return on Total Assets Industry Return on Total Assets Company 2005
2006
2007
2008
Periods
Debt to Equity Comparison Debt to Equity Ratio
70% 60% 50%
Debt to Equity - Industry Debt to Equity - Company
40% 30% 20% 10% 0% 2004
2005
2006
2007
2008
Periods
Times Interest Earned Times Interest Earned
60 50 Times Interest Earned Industry Times Interest Earned Company
40 30 20 10 0 2004
2005
2006 Periods
2007
2008
Times Interest Ear
Times Interest Earned Industry Times Interest Earned Company
40 30 20 10 0 2004
2005
2006
2007
2008
Periods
Trading Ratio Comparison 3.00 2.50
Ratio
2.00
Trading Ratio Industry Trading Ratio Company
1.50 1.00 0.50 0.00 2004
2005
2006
2007
2008
Periods
Sales to Worth Comparison 3.00 2.50 Net Sales to Net Worth Industry Net Sales to Net Worth Company
Ratio
2.00 1.50 1.00 0.50 0.00 2004
2005
2006 Periods
2007
2008
ubject company.
nchmark data, y" line will be null
Annual Period 2007
Annual Period 2008
0.49 0.38
0.48 0.40
1.08 0.79
1.07 0.78
8.20 11.37
8.30 10.02
41 32
41 36
4.30 5.10
4.38 5.13
89 72
82 71
1.68 0.77
1.69 0.80
62.00% 63.36%
63.00% 62.96%
19.00% 31.98%
20.00% 28.06%
34.00% 27.33%
36.00% 23.23%
19.00% 33.42%
20.00% 25.89%
34% 57%
32% 53%
39 37
43 35
(2,105) 1.44 1.30
(2,660) 1.49 1.27
1.45 1.22
1.63 1.20
cial Ratios by Leo Troy, Prentice Hall
Acid Test Ratio - Industry Acid Test Ratio - Company
n
Current Ratio Industry Current Ratio Company
Company
son
Receivable Turnover Industry Receivable Turnover Company
ison
Days A/R Days A/R -
to Collect Industry to Collect Company
son
8
Inventory Turnover Industry Inventory Turnover Company
Inventory Turnover Industry Inventory Turnover Company
8
n
Days in Inventory Industry Days in Inventory Company
8
n
Asset Turnover - Industry Asset Turnover - Company
Gross Profit Margin Industry Gross Profit
Gross Profit Margin Industry Gross Profit Margin Company
Net Profit Margin Industry Net Profit Margin Company
08
Return on Total Assets Industry Return on Total Assets Company
Company
on
Return on Total Assets Industry Return on Total Assets Company
n
Debt to Equity - Industry Debt to Equity - Company
Times Interest Earned Industry Times Interest Earned Company
Times Interest Earned Industry Times Interest Earned Company
Trading Ratio Industry Trading Ratio Company
n
Net Sales to Net Worth Industry Net Sales to Net Worth Company
Horizontal Analysis for XYZ Ltd Horizontal Analysis expresses change between periods as percentages for each account in the financial statements. The basic formula for horizontal analysis is: % change = (most recent period - previous period) / previous period
Description
Annual Period 2004
Annual Period 2005
Annual Period 2006
Annual Period 2007
Annual Period 2008
Growth in Net Sales
32.50%
38.47%
26.77%
16.67%
10.93%
Cost of Goods Sold
29.00%
42.42%
16.78%
9.92%
12.15%
2.90%
-1.99%
5.76%
3.68%
-0.64%
16.50% 12.90%
4.27% 27.22%
77.05% 103.98%
30.56% 2.68%
7.80% 26.37%
3.80%
22.38%
106.13%
4.33%
24.17%
Growth in Minority Interest
96.00%
1676.47%
-27.48%
38.36%
69.97%
Growth in Net Income
33.50%
69.85%
25.60%
26.78%
-2.65%
Growth in Earnings Per Share
32.60%
73.80%
24.45%
22.73%
-0.96%
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
3.08% 12.00% 26.70% 19.90% 26.70% 21.50%
-4.04% 50.00% 51.96% 35.32% 32.18% 29.01%
-5.16% -20.00% 18.06% 21.32% 19.13% 14.69%
10.77% -50.00% 22.95% 15.15% 20.44% 18.06%
-12.83% 83.33% 35.11% 8.42% -7.27% 10.39%
Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets
17.80% 6.20% 0.00% 16.50% 32.50%
24.98% -11.11% -100.00% 10.00% 23.27%
24.02% -62.50% #DIV/0! -4.55% 22.14%
23.69% 391.67% #DIV/0! 28.57% 27.19%
2.83% 53.39% 64.80% 44.44% 4.84%
1.05%
24.58%
20.38%
25.14%
6.01%
26.20% 33.50% 16.70% 12.80% 38.02%
53.66% 52.50% 25.00% 19.05% 44.83%
4.44% 40.98% 66.67% 18.40% 18.09%
17.63% 20.16% 20.00% 7.43% 16.47%
24.03% 14.52% 20.00% -18.18% 12.77%
Growth in Gross Profits Growth in Interest Expense Growth in Income Tax Expense Growth in Non Operating Expenses
Growth in Total Assets Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities
46.00% 11.30% 37.10%
50.86% 15.38% 38.12%
48.57% -6.53% 32.04%
38.46% 26.96% 36.02%
9.72% 11.80% 10.13%
Growth in Total Liabilities
31.05%
42.85%
22.08%
22.52%
11.87%
0.00% 2.60% 1.50% 38.00% -166.00% 2.01%
#DIV/0! -1.91% -2.25% 38.32% -56.36% 3.91%
#DIV/0! 3.19% 5.29% 39.57% -558.33% 1.37%
#DIV/0! 1.01% 9.05% 52.95% 290.36% 2.70%
#DIV/0! 1.44% 0.04% 32.92% 213.09% 1.97%
6.11%
14.43%
19.21%
27.00%
2.00%
Sustainable Growth Rate #1 Sustainable Growth Rate #2
13.05% 10.88%
20.53% 12.91%
21.36% 13.91%
23.47% 9.94%
18.06% 7.83%
Growth in Market Capitalization
14.50%
24.69%
29.39%
-6.32%
-14.00%
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Growth in Total Equity (Net Worth)
Vertical Analysis for XYZ Ltd Vertical analysis expresses financial statements as percentages. On the Balance Sheet, Total Assets is assigned 100% and on the Income Statement, Total Revenues is assigned 100%.
Account Title
Annual Period 2004
expressed in percentages Annual Annual Annual Period Period Period 2005 2006 2007
Annual Period 2008
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Current Assets
5.77% 0.06% 5.95% 5.86% 5.07% 22.72%
4.45% 0.07% 7.26% 6.37% 5.38% 23.53%
3.50% 0.05% 7.12% 6.42% 5.33% 22.41%
3.10% 0.02% 6.99% 5.90% 5.13% 21.14%
2.55% 0.03% 8.91% 6.04% 4.49% 22.02%
Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Non Current Assets
74.22% 2.10% 0.38% 0.58% 77.28%
74.46% 1.50% 0.00% 0.51% 76.47%
76.71% 0.47% 0.00% 0.41% 77.59%
75.83% 1.83% 0.78% 0.42% 78.86%
73.55% 2.65% 1.21% 0.57% 77.98%
100.00%
100.00%
100.00%
100.00%
100.00%
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
11.96% 7.00% 0.07% 6.12% 25.15%
14.75% 8.57% 0.07% 5.85% 29.24%
12.79% 10.03% 0.10% 5.76% 28.68%
12.03% 9.63% 0.09% 4.94% 26.69%
14.07% 10.41% 0.11% 3.81% 28.40%
Longterm Debt / Borrowings Other Longterm Liabilities Total NonCurrent Liabilities
6.77% 3.79% 10.56%
8.19% 3.51% 11.70%
10.11% 2.73% 12.84%
11.19% 2.77% 13.95%
11.58% 2.92% 14.50%
Total Liabilities
35.71%
40.94%
41.52%
40.65%
42.89%
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Total Equity
0.00% 11.92% 29.24% 29.73% 1.60% -8.19% 64.29%
0.00% 9.39% 22.94% 33.01% 0.56% -6.84% 59.06%
0.00% 8.05% 20.06% 38.27% -2.14% -5.76% 58.48%
0.00% 6.49% 17.48% 46.77% -6.67% -4.72% 59.35%
0.00% 6.21% 16.50% 58.64% -19.71% -4.54% 57.11%
100.00%
100.00%
100.00%
100.00%
100.00%
Total Assets
Total Liabilities & Equity
Total Revenues
100.00%
100.00%
100.00%
100.00%
100.00%
Cost of Goods Sold
40.99%
42.17%
38.84%
36.58%
36.98%
Gross Profit
58.96%
57.78%
61.11%
63.36%
62.96%
Operating Expenses
27.42%
23.28%
21.96%
23.01%
26.04%
7.51%
6.64%
10.79%
9.65%
10.80%
Income Before Extra Ord Items
24.08%
27.91%
28.41%
30.76%
26.18%
Net Income
24.22%
29.71%
29.44%
31.98%
28.06%
Non Operating Expenses
Enter Your Forecast Periods =>
Annual Period 2001
Annual Period 2002
Annual Period 2003
Annual Period 2004
Annual Period 2005
Pro Forma Income Statement Gross Revenues Growth Assumptions
30,742 12.00%
34,431 12.00%
38,562 12.00%
43,190 12.00%
48,373 12.00%
Cost of Goods Sold Growth Assumptions
(12,024) 39.11%
(13,467) 39.11%
(15,083) 39.11%
(16,893) 39.11%
(18,920) 39.11%
Operating Expenses Growth Assumptions
(7,483) 24.34%
(8,381) 24.34%
(9,387) 24.34%
(10,513) 24.34%
(11,775) 24.34%
NonOperating Expenses
(3,200)
(3,200)
(3,600)
(3,600)
(4,000)
650
650
650
700
700
8,685
10,033
11,143
12,884
14,378
Sources of Operating Cash Flow: Net Income Depreciation and Amortization (Increase) Decrease Defer Taxes (Gain) Loss on Sale of Assets (Increase) Decrease Current Assets Increase (Decrease) Current Liab
8,685 470 0 15 (789) 1,073
10,033 490 0 9 (996) 1,291
11,143 500 0 2 (1,116) 1,446
12,884 520 0 3 (1,249) 1,620
14,378 550 0 6 (1,399) 1,814
Operating Cash Flow
9,453
10,827
11,975
13,777
15,348
Investment Sources of Cash Flow: Planned Sale of Assets Planned Sale of Investments Other Investment Sources to be used Total Investment Sources of Cash
100 2,200 0 2,300
60 2,100 0 2,160
20 1,900 0 1,920
25 1,800 0 1,825
35 1,700 0 1,735
Planned Investments: Capital Expenditures Acquisitions in Other Co's Purchases of Investments Total Investment Applications of Cash
(3,500) (500) (3,000) (7,000)
(3,000) (750) (3,500) (7,250)
(3,100) (1,200) (4,500) (8,800)
(2,700) (650) (6,000) (9,350)
(2,600) (350) (7,000) (9,950)
1,300 20
1,000 60
950 80
750 90
650 100
ExtraOrdinary Items Net Income
Pro Forma Cash Flow Statement
Cash Flow from Financing Activities: Proceeds from Loans & Debt Proceeds from Minority Interest
Enter Your Forecast Periods => Other Financing Activities Total Financing Sources of Cash
Annual Period 2001
Annual Period 2002
Annual Period 2003
Annual Period 2004
Annual Period 2005
0 1,320
0 1,060
0 1,030
0 840
0 750
(1,500) (2,500) (2,000) 0 (6,000)
(1,000) (3,000) (2,000) 0 (6,000)
(600) (4,000) (1,500) 0 (6,100)
(500) (5,500) (1,000) 0 (7,000)
(500) (7,000) (500) 0 (8,000)
73
797
25
92
(117)
870 943
943 1,740
1,740 1,765
1,765 1,857
1,857 1,740
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
943 0 3,074 2,459 1,998 8,475
1,740 0 3,443 2,754 2,238 10,175
1,765 0 3,856 3,085 2,507 11,213
1,857 0 4,319 3,455 2,807 12,438
1,740 0 4,837 3,870 3,144 13,591
Fixed Assets Accumulated Depreciation Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets
31,600 (3,480) 28,120 1,705 912 200 30,937
34,600 (3,970) 30,630 3,105 1,662 240 35,637
37,700 (4,470) 33,230 5,705 2,862 320 42,117
40,400 (4,990) 35,410 9,905 3,512 400 49,227
43,000 (5,540) 37,460 15,205 3,862 650 57,177
Total Assets
39,412
45,812
53,330
61,665
70,768
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
5,226 3,689 30 1,845 10,790
5,853 4,132 30 2,066 12,081
6,556 4,627 25 2,314 13,522
7,342 5,183 20 2,591 15,136
8,223 5,805 15 2,902 16,945
3,750 700 4,450
3,750 750 4,500
4,100 800 4,900
4,350 800 5,150
4,500 800 5,300
15,240
16,581
18,422
20,286
22,245
Cash Flow Applied for Financing: Payments on Loans & Debt Dividends Paid to Shareholders Purchase / Retire Stock Other Financing Activities Total Financing Applications of Cash Total Change to Cash Beginning Cash Balance Forecasted Ending Balance
Pro Forma Balance Sheet
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities Total Liabilities
Enter Your Forecast Periods =>
Annual Period 2001
Annual Period 2002
Annual Period 2003
Annual Period 2004
Annual Period 2005
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Total Equity
0 2,200 5,700 26,190 (5,000) (3,550) 25,540
0 2,200 5,700 33,222 (4,000) (5,550) 31,572
0 2,200 5,700 40,365 (2,500) (7,050) 38,715
0 2,200 5,700 47,748 (1,500) (8,050) 46,098
0 2,200 5,700 55,126 (500) (8,550) 53,976
External Financing Required (EFR)
(1,368)
(2,341)
(3,807)
(4,720)
(5,453)
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ProForma Financials (Linear Trend Model) XYZ Ltd A set of pro forma (forecasted) financial statements are generated using the results of the historical analysis in the previous worksheets. A statistical method known as linear regression is used to predict future values. If you have important assumptions that are important to the forecast, then these assumptions should over-ride the linear calculations since we want our forecast to be as accurate as possible. Key Point => If your historical information has gradual trends, then linear regression is an appropriate model for forecasting. However, if your historical information has distinct steps up or down, then you should consider using a smoothing model .
Before we adopt a regression model, it's a good idea to generate a scatter graph of the actual data and observe if there is a clear trend for fitting a straight regression line into the data:
Total Revenues 30,000
Total Revenues
Home
25,000 20,000 15,000
Row 10
10,000 5,000 0 2002
2004 2006 Periods
2008
2010
The calculation of linear values is determined by defining the slope of the line and the y intercept: Order Total Rev Linear Formula for Linear Trendline: Year variable x actual y Value y 2004 1 12,076 12,683 y=(m*x)+b 2005 2 16,719 16,559 2006 3 21,196 20,435 m: slope of line 2007 4 24,737 24,311 x: independent variable 2008 5 27,448 28,188 b: y intercept 2001 6 32,064 2002 7 35,940 2003 8 39,816 2004 9 43,692 2005 10 47,569 The degree of linear fit with the actual data can be expressed as R Square
Annual Period
Annual Period
Annual Period
0.9888
Annual Period
2001
2002
2003
2004
Pro Forma Income Statement 12-1
Gross Revenues
1,054
4,930
8,807
12,683
12-2
Cost of Goods Sold
(1,687)
(2,927)
(4,167)
(5,407)
12-3
Operating Expenses
(206)
(1,149)
(2,092)
(3,035)
12-4
Operating Income
(839)
854
2,548
4,241
12-5
Non Operating Expenses
764
225
(314)
(853)
4-25
Extra Ordinary Items
271
271
271
271
Net Income
197
1,351
2,505
3,659
Sources of Operating Cash Flow: Net Income Depreciation and Amortization (Increase) Decrease Defer Taxes (Gain) Loss on Sale of Assets (Increase) Decrease Current Assets Increase (Decrease) Current Liab
197 470 0 15 7,226 (9,318)
1,351 490 0 9 (1,047) 1,357
2,505 500 0 2 (1,047) 1,357
3,659 520 0 3 (1,047) 1,357
Operating Cash Flow
(1,410)
2,160
3,317
4,492
Investment Sources of Cash Flow: Planned Sale of Assets Planned Sale of Investments Other Investment Sources to be used Total Investment Sources of Cash
100 2,200 0 2,300
60 2,100 0 2,160
20 1,900 0 1,920
25 1,800 0 1,825
Planned Investments: Capital Expenditures Acquisitions Purchases of Investments Total Investment Applications of Cash
(3,500) (500) (3,000) (7,000)
(3,000) (750) (3,500) (7,250)
(3,100) (1,200) (4,500) (8,800)
(2,700) (650) (6,000) (9,350)
1,300 20 0 1,320
1,000 60 0 1,060
950 80 0 1,030
750 90 0 840
Pro Forma Cash Flow Statement
Cash Flow from Financing Activities: Proceeds from Loans & Debt Proceeds from Minority Interest Other Financing Activities Total Financing Sources of Cash Cash Flow Applied for Financing:
Payments on Loans & Debt Dividends Paid to Shareholders Purchase / Retire Stock Other Financing Activities Total Financing Applications of Cash
(1,500) (2,500) (2,000) 0 (6,000)
(1,000) (3,000) (2,000) 0 (6,000)
(600) (4,000) (1,500) 0 (6,100)
(500) (5,500) (1,000) 0 (7,000)
(10,790)
(7,870)
(8,633)
(9,193)
870 (9,920)
(9,920) (17,790)
(17,790) (26,423)
(26,423) (35,616)
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
(9,920) 0 105 84 69 (9,662)
(17,790) 0 493 394 320 (16,582)
(26,423) 0 881 705 572 (24,265)
(35,616) 0 1,268 1,015 824 (32,509)
Fixed Assets Accumulated Depreciation Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets
31,600 (3,480) 28,120 1,705 912 200 30,937
34,600 (3,970) 30,630 3,105 1,662 240 35,637
37,700 (4,470) 33,230 5,705 2,862 320 42,117
40,400 (4,990) 35,410 9,905 3,512 400 49,227
Total Assets
21,275
19,055
17,852
16,718
179 127 30 63 399
838 592 30 296 1,756
1,497 1,057 25 528 3,107
2,156 1,522 20 761 4,459
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities
3,750 700 4,450
3,750 750 4,500
4,100 800 4,900
4,350 800 5,150
Total Liabilities
4,849
6,256
8,007
9,609
0 2,200 5,700 17,702 (5,000) (3,550) 17,052
0 2,200 5,700 16,052 (4,000) (5,550) 14,402
0 2,200 5,700 14,557 (2,500) (7,050) 12,907
0 2,200 5,700 12,716 (1,500) (8,050) 11,066
Total Change to Cash Beginning Cash Balance Forecasted Ending Balance
Pro Forma Balance Sheet
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Total Equity
External Financing Required (EFR)
(625)
(1,603)
(3,063)
(3,957)
of the actual data
d the y intercept: Slope m factor 3876.20
Annual Period
Intercept b factor 8806.60
2005
16,559 (6,647) (3,978) 5,934 (1,392) 271 4,813
4,813 550 0 6 (1,047) 1,357 5,679
35 1,700 0 1,735
(2,600) (350) (7,000) (9,950)
650 100 0 750
(500) (7,000) (500) 0 (8,000) (9,786) (35,616) (45,402)
(45,402) 0 1,656 1,325 1,076 (41,345) 43,000 (5,540) 37,460 15,205 3,862 650 57,177 15,832 2,815 1,987 15 994 5,811 4,500 800 5,300 11,111 0 2,200 5,700 10,529 (500) (8,550) 9,379
(4,658)
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ProForma Financials (Exponential Smoothing / Weighted Moving Average) XYZ Ltd A set of pro forma (forecasted) financial statements are generated using the results of the historical analysis in the previous worksheets. A statistical method known as exponential smoothing is used to plot a trend over historical data. Additionally, we can use a weighted moving average to forecast future periods. Key Point => If you have a general upward historical trend, weighted average will tend to underestimate forecasted values and vice versa (downward trend = overestimate).
Exponential Smoothing and Weighted Moving Averages for Total Revenues: Years => 1996 1997 1998 Total Revenues - Historical 12,076 16,719 21,196 Total Revenues - Exponential 12,076 12,076 16,719 Total Revenues - Wt Moving Avg 11,105 15,230 18,890 Smoothing Factor must be between 0 and 1 Set Smoothing Factor Assign weights to appropriate periods
0 1.00 0.00%
1 Total weights should add u 1.50%
4.50%
Total Exponent Revenues Amounts 12,076 12,076 16,719 12,076 21,196 16,719 24,737 21,196 27,448 24,737 Mean Squared Error
Difference 0 4,643 4,477 3,541 2,711
Total Weighted Revenues Amounts 12,076 11,105 16,719 15,230 21,196 18,890 24,737 21,605 27,448 22,965 Mean Squared Error
Difference 971 1,489 2,306 3,132 4,483
Find the Optimal Smoothing Factor:
Find the Optimal Moving Weights:
Exponential Comparison 30,000 25,000
otal Revenues
Home
20,000 15,000 10,000
Total Revenues Historical Total Revenues Exponential Total
Exponential Comparison 30,000
Total Revenues
25,000
Total Revenues Historical Total Revenues Exponential Total Revenues - Wt Moving Avg
20,000 15,000 10,000 5,000 0 2001
2002
2003
2004
2005
Periods
Annual Period 2001
Annual Period 2002
Annual Period 2003
Pro Forma Income Statement Gross Revenues
26,070
26,413
26,316
Cost of Goods Sold
(10,197)
(10,207)
(9,860)
Operating Expenses
(6,346)
(6,226)
(6,229)
9,527
9,979
10,227
(3,200)
(3,200)
(3,600)
650
650
650
6,977
7,429
7,277
Sources of Operating Cash Flow: Net Income Depreciation and Amortization (Increase) Decrease Defer Taxes (Gain) Loss on Sale of Assets (Increase) Decrease Current Assets Increase (Decrease) Current Liab
6,977 470 0 15 472 (562)
7,429 490 0 9 (92) 120
7,277 500 0 2 26 (34)
Operating Cash Flow
7,372
7,956
7,771
Investment Sources of Cash Flow: Planned Sale of Assets Planned Sale of Investments
100 2,200
60 2,100
20 1,900
Operating Income NonOperating Expenses ExtraOrdinary Items Net Income
Pro Forma Cash Flow Statement
Other Investment Sources to be used Total Investment Sources of Cash
0 2,300
0 2,160
0 1,920
Planned Investments: Capital Expenditures Acquisitions Purchases of Investments Total Investment Applications of Cash
(3,500) (500) (2,000) (6,000)
(3,000) (750) (3,000) (6,750)
(3,100) (500) (3,000) (6,600)
Cash Flow from Financing Activities: Proceeds from Loans & Debt Proceeds from Minority Interest Other Financing Activities Total Financing Sources of Cash
1,300 20 0 1,320
2,000 60 0 2,060
3,000 80 0 3,080
Cash Flow Applied for Financing: Payments on Loans & Debt Dividends Paid to Shareholders Purchase / Retire Stock Other Financing Activities Total Financing Applications of Cash
(1,500) (2,500) 0 0 (4,000)
(1,800) (3,000) 0 0 (4,800)
(2,500) (4,000) 0 0 (6,500)
992
626
(329)
870 1,862
1,862 2,488
2,488 2,159
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
1,862 0 2,607 2,086 1,695 8,249
2,488 0 2,641 2,113 1,717 8,959
2,159 0 2,632 2,105 1,711 8,606
Fixed Assets Accumulated Depreciation Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets
31,600 (3,480) 28,120 705 912 75 29,812
34,600 (3,970) 30,630 1,605 1,662 100 33,997
37,700 (4,470) 33,230 2,705 2,162 150 38,247
Total Assets
38,061
42,956
46,853
4,432 3,128 30 1,564
4,490 3,170 30 1,585
4,474 3,158 25 1,579
Total Change to Cash Beginning Cash Balance Forecasted Ending Balance
Pro Forma Balance Sheet
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities
Total Current Liabilities
9,155
9,274
9,236
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities
3,750 700 4,450
3,950 750 4,700
4,450 800 5,250
Total Liabilities
13,605
13,974
14,486
Preferred Equity Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Transl Treasury Stock Total Equity
0 2,200 5,700 17,505 (5,000) (1,550) 18,855
0 2,200 5,700 14,505 (3,500) (1,550) 17,355
0 2,200 5,700 10,505 (1,000) (1,550) 15,855
5,602
11,627
16,513
External Financing Required (EFR)
ving Average)
1999 24,737 21,196 21,605
2000 27,448 24,737 22,965
Total weights should add up to =>
al enues torical al enues onential al
34.50%
Square 0 21,557,449 20,043,529 12,538,681 7,349,521 12,297,836
Square 942,841 2,217,121 5,317,636 9,809,424 20,100,607 7,677,526
59.50%
2001
26,070 100.00% 100.00%
2002
2003
26,413
26,316
2004
26,355
2005
26,340
al enues torical al enues onential al enues - Wt ving Avg
Annual Period 2004
Annual Period 2005
26,355
26,340
(9,694)
(9,740)
(6,464)
(6,859)
10,197
9,740
(3,600)
(4,000)
700
700
7,297
6,440
7,297 520 0 3 (11) 14
6,440 550 0 6 4 (5)
7,824
6,995
25 1,800
35 1,700
0 1,825
0 1,735
(3,900) 0 (1,000) (4,900)
(4,600) 0 (1,000) (5,600)
4,500 90 0 4,590
7,000 100 0 7,100
(4,000) (4,000) 0 0 (8,000)
(6,000) (3,000) 0 0 (9,000)
1,339
1,230
2,159 3,497
3,497 4,728
3,497 0 2,636 2,108 1,713 9,955
4,728 0 2,634 2,107 1,712 11,181
41,600 (4,990) 36,610 1,905 2,162 150 40,827
46,200 (5,540) 40,660 1,205 2,162 100 44,127
50,782
55,308
4,480 3,163 20 1,581
4,478 3,161 15 1,580
9,244
9,234
4,950 800 5,750
5,950 800 6,750
14,994
15,984
0 2,200 5,700 6,505 0 (1,550) 12,855
0 2,200 5,700 3,505 0 (1,550) 9,855
22,932
29,469
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Scenario Analysis for XYZ Ltd We can copy our forecast into a new worksheet and do scenario analysis and goal-seek analysis. Although Microsoft Excel includes Scenario Manager, it can be easier and quicker to simply do our scenario analysis manually. We can use Goal Seek to find a value for a cell given a corresponding formula in another cell. Annual Period 2001
Annual Period 2002
Annual Period 2003
Pro Forma Income Statement (Simple Projection Method) Scenario => Non Operating Expenses will decline by $ 100,000 in year 2003 and again in year 2005: Gross Revenues Cost of Goods Sold Operating Expenses NonOperating Expenses ExtraOrdinary Items Net Income
30,742 (12,024) (7,483) (3,200) 650 8,685
34,431 (13,467) (8,381) (3,200) 650 10,033
38,562 (15,083) (9,387) (3,100) 650 11,643
Instead of copying our forecast into this worksheet, we can simply do scenario analysis directly in the forecast itself. Pro Forma Income Statement (Linear Trend Method) Goal Seek => What total revenues are required if Net Income must be $ 13.5 million in Year 2004? Gross Revenues Cost of Goods Sold Operating Expenses Non Operating Expenses Extra Ordinary Items Net Income (formula cells)
32,064 (11,607) (7,750) (3,549) 271 9,430
35,940 (12,847) (8,693) (4,088) 271 10,584
39,816 (14,087) (9,636) (4,627) 271 11,738
Do not change formula cells (goals) to when using Goal Seek (Tools > Goal S
This is the target cell that Goal Seek is to change per the value 13,500 in cell
ysis and goal-seek analysis. and quicker to simply do our a cell given a corresponding
Annual Period 2004
Annual Period 2005
ar 2003 and again in year 2005: 43,190 (16,893) (10,513) (3,100) 700 13,384
48,373 (18,920) (11,775) (3,000) 700 15,378
scenario analysis directly in
e $ 13.5 million in Year 2004? 44,301 (15,327) (10,579) (5,166) 271 13,500
47,569 (16,567) (11,522) (5,705) 271 14,046
Do not change formula cells (goals) to values when using Goal Seek (Tools > Goal Seek)
This is the target cell that Goal Seek is seeking o change per the value 13,500 in cell G34
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Budget Analysis for XYZ Ltd Once we complete our forecast, we can summarize and review it before finalizing it into the form of budgets. We also need to summarize our assumptions that should go into our final budget. We can start our budget process by reviewing the different revenue forecast:
Annual Period 2001 Summarize Revenue Forecast: Simple Projection Model Linear Trend Model Wt Moving Avg Model Declining Growth Model Historical Data
Annual Period 2002
Annual Period 2003
30,742 1,054 26,070 29,644 12,076
34,431 4,930 26,413 31,422 16,719
38,562 8,807 26,316 32,679 21,196
29,644
31,422
32,679
Projection using declining growth rates: Gross Revenues
Forecast Comparisons 60,000 Simple Projection Model Linear Trend Model Wt Moving Avg Model Declining Growth Model Historical Data
50,000
Total Revenues
Home
40,000 30,000 20,000 10,000 0 2001
2002
2003
2004
2005
Periods In addition to using linear models for forecasting, we can apply several non-linear (curve) models: Logarithmic - Used when rate of change in data suddenly shifts upward or downward. Power - Used when rate of change in data occurs at a specific rate.
Exponential - Used when rate of change is increasing or decreasing at ever higher rates. Polynomial - Used when rate of change fluctuates with no pattern.
Logarithmic Trend Formula for Logarithmic Trendline
1 2 3 4 5 6 7 8 9 10
Actual Predicted Values Value y 12,076 (11,242) 16,719 (4,587) 21,196 (695) 24,737 2,067 27,448 4,210 5,960 7,440 8,722 9,853 10,865
1 2 3 4 5 6 7 8 9 10
Actual Predicted Values Value y 12,076 11,951 16,719 17,109 21,196 21,104 24,737 24,493 27,448 27,491 30,212 32,721 35,063 37,267 39,356
1 2 3 4 5 6 7 8 9 10
Actual Predicted Values Value y 12,076 13,061 16,719 16,007 21,196 19,618 24,737 24,043 27,448 29,465 36,111 44,256 54,238 66,472 81,464
x factor 1 2
Actual Predicted Values Value y 12,076 #VALUE! 16,719 #VALUE!
x factor
y = ( c * LN (x)) - b LN: Natural Logarithm
Power Trendline y = b * x^c
x factor
Exponential Trendline x factor y = b * EXP ( c * x )
Polynomial Trendline y = (c2 * x^2) + (c1 * x^1) + b
3 4 5 6 7 8 9 10
21,196 24,737 27,448
#VALUE! #VALUE! #VALUE! #VALUE! #VALUE! #VALUE! #VALUE! #VALUE!
1996 (11,242) 11,951 13,061 #VALUE! 12,076
1997 (4,587) 17,109 16,007 #VALUE! 16,719
1998 (695) 21,104 19,618 #VALUE! 21,196
Summarize Non Linear Curves on Graph: Logarithmic Trendline Power Trendline Exponential Trendline Polynomial Trendline Actual Revenues
Non Linear Trends 100,000
Total Revenues
80,000 60,000 40,000 20,000 0 (20,000)
1997 1999 2001 2003 2005 1996 1998 2000 2002 2004 Periods
Variance Analysis of Past Budgets:
Logari Trendl Power Trendl Expon Trendl Polyno Trendl Actual Reven
Accuracy in the budget process should be examined to determine the degree of error or variance in the budget process. If the variance is high, this indicates a need to improve planning techniques within the company. TBD: To be Determined 2004
2005
2006
Income Statement Items Total Revenues - Budgeted Total Revenues - Actual % difference from actual
10,500 12,076 -13%
14,500 16,719 -13%
22,500 21,196 6%
Cost of Goods Sold - Budgeted Cost of Goods Sold - Actual % difference from actual
(4,500) (4,950) -9%
(6,500) (7,050) -8%
(8,648) (8,233) 5%
Operating Income - Budgeted Operating Income - Actual % difference from actual
3,100 3,815 -19%
4,900 5,776 -15%
9,000 8,309 8%
Net Income - Budgeted Net Income - Actual % difference from actual
2,100 2,925 -28%
4,100 4,968 -17%
6,500 6,240 4%
Balance Sheet Items Current Assets - Budgeted Current Assets - Actual % difference from actual
3,450 3,895 -11%
4,400 5,025 -12%
6,250 5,763 8%
10,900 13,251 -18%
14,000 16,335 -14%
22,000 19,951 10%
Current Liabilities - Budgeted Current Liabilities - Actual % difference from actual
3,750 4,312 -13%
5,600 6,245 -10%
8,200 7,375 11%
NonCurrent Liabilities - Budgeted NonCurrent Liabilities - Actual % difference from actual
1,750 1,810 -3%
2,450 2,500 -2%
3,750 3,301 14%
Ratio Items Current Ratio - Budgeted Current Ratio - Actual % difference from actual
0.92 0.90 2%
0.79 0.80 -2%
0.76 0.78 -2%
Total Asset Turnover - Budgeted Total Asset Turnover - Actual % difference from actual
0.68 0.70 -3%
0.72 0.78 -8%
0.80 0.82 -3%
Gross Profit Margin - Budgeted Gross Profit Margin - Actual % difference from actual
60% 59% 2%
60% 58% 4%
60% 61% -2%
NonCurrent Assets - Budgeted NonCurrent Assets - Actual % difference from actual
Net Profit Margin - Budgeted Net Profit Margin - Actual % difference from actual
19% 24% -22%
25% 30% -16%
28% 29% -5%
Debt to Common Equity - Budgeted Debt to Common Equity - Actual % difference from actual
0.45 0.50 -11%
0.50 0.63 -20%
0.60 0.63 -4%
Return on Equity - Budgeted Return on Equity - Actual % difference from actual
20% 24% -16%
29% 33% -13%
32% 35% -9%
We can use specific measurements to track and control forecasting errors: Mean Absolute Error - An absolute value of forecast errors, does not place weight on the amount of the error. Calculated as the sum of (actual values - predicted values) / n. Mean Square Error - Similar to Mean Absolute Error, but does place more emphasis on the amount of error; i.e. an error of 8 is twice as significant as 4. Calculated as the sum of (actual values - predicted values)^2 / n. Root Mean Square Error - To make the Mean Square Error useful and comparable to the Mean Absolute Error, we can take the square root of the Mean Square Error. We can then use this as a guide to establish an error limit or standard for flagging unacceptable errors. Actual Forecasted Example: Total Revenues Period Revenues Revenues n: total number of periods 1996 12,076 10,500 1997 16,719 14,500 1998 21,196 22,500 1999 24,737 28,500 2000 27,448 30,000 n => 5 Sum => Mean Absolute Error Mean Square Error Root Mean Sqr Error Establish Error Limits
before finalizing it ions that should wing the different
Annual Period 2004
Annual Period 2005
43,190 12,683 26,355 33,170 24,737
48,373 16,559 26,340 31,000 27,448
33,170
31,000
Simple Projection Model Linear Trend Model Wt Moving Avg Model Declining Growth Model Historical Data
veral non-linear (curve) models: ward or downward.
ng at ever higher rates.
Slope c factor 9600.92
Intercept b factor 11242.34
Slope c factor 0.52
Intercept b factor 9.39 11951.33
Slope c factor 0.2
Intercept b factor 9.27 10657.5
c2 #VALUE!
c1 #VALUE!
< - calculate using c and b factor - > Predicted ( c * x) EXP Value y 0.20339 1.23 13,061 0.40678 1.5 16,007 0.61017 1.84 19,618 0.81356 2.26 24,043 1.01695 2.76 29,465 1.22034 3.39 36,111 1.42373 4.15 44,256 1.62712 5.09 54,238 1.83051 6.24 66,472 2.03390 7.64 81,464
b #VALUE!
1999 2,067 24,493 24,043 #VALUE! 24,737
2000 4,210 27,491 29,465 #VALUE! 27,448
2001 5,960 30,212 36,111 #VALUE!
Trends
003 2005 2004
Logarithmic Trendline Power Trendline Exponential Trendline Polynomial Trendline Actual Revenues
2002 7,440 32,721 44,256 #VALUE!
2003 2004 2005 8,722 9,853 10,865 35,063 37,267 39,356 54,238 66,472 81,464 #VALUE! #VALUE! #VALUE!
the degree of error or es a need to improve
2007
2000
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28,500 24,737 15%
30,000 27,448 9%
30,500 TBD #VALUE!
(9,650) (9,050) 7%
(11,000) (10,150) 8%
(11,929) TBD #VALUE!
11,000 9,995 10%
10,500 10,150 3%
11,146 TBD #VALUE!
9,000 7,911 14%
9,300 7,701 21%
7,986 TBD #VALUE!
7,500 6,804 10%
7,900 7,511 5%
8,253 TBD #VALUE!
27,500 25,375 8%
29,500 26,602 11%
31,555 TBD #VALUE!
9,050 8,590 5%
9,400 9,687 -3%
10,715 TBD #VALUE!
4,900 4,490 9%
5,100 4,945 3%
5,250 TBD #VALUE!
0.83 0.79 5%
0.80 0.78 3%
0.77 TBD #VALUE!
0.80 0.77 4%
0.79 0.80 -2%
0.77 TBD #VALUE!
60% 63% -5%
60% 63% -5%
0.61 TBD #VALUE!
30% 32% -6%
28% 28% 0%
26% TBD #VALUE!
0.65 0.57 13%
0.55 0.53 4%
0.48 TBD #VALUE!
35% 33% 5%
30% 26% 16%
24% TBD #VALUE!
Absolute 1,576 2,219 1,304 3,763 2,552 3,824
Error Squared 2,483,776 4,923,961 1,700,416 14,160,169 6,512,704 14,622,976
not place weight on the dicted values) / n.
ce more emphasis on alculated as the
and comparable to the Mean rror. We can then use this eptable errors. Error 1,576 2,219 (1,304) (3,763) (2,552) (3,824)
Mean Absolute Error Mean Square Error Root Mean Sqr Error Establish Error Limits
765 2,924,595 1,710 1,710
Is Error Outside Limit? No Yes No Yes Yes Yes
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Final Budgets for XYZ Ltd Now that we have analyzed our historical data and placed it into a set of forecast, we can pull it all together with our assumptions for a final budget. Many of these assumptions should be included in our forecast for improved accuracy. However, we need to fine tune and finalize all assumptions so that we can produce a final finished budget for planning purposes. Budget Period 2001
Ref Operating Plan 16-1 16-2 16-3 16-4
Total Revenues Cost of Goods Sold Operating Expenses Operating Income
30,500 (11,929) (7,424) 11,146
16-5 16-6 16-7
Interest Expenses Income Taxes Other Non Operating Expenses
(310) (3,300) (200)
16-8 16-9
Earnings Before Extra Ord Items Extra Ordinary Items
7,336 650
16-10
Net Income
7,986
Financial Plan Budgeted Cash Flows 16-11 16-12 16-13 16-14 16-15 16-16
Net Income Depreciation and Amortization (Increase) Decrease Defer Taxes (Gain) Loss on Sale of Assets (Increase) Decrease Current Assets (Increase) Decrease Current Liab
7,986 470 0 15 (724) 988
16-17
Operating Cash Flow
8,735
16-18 16-19 16-20 16-21
Investment Sources of Cash: Planned Sale of Assets Planned Sale of Investments Other Investment Sources to be used Total Investment Sources of Cash
100 2,200 0 2,300
16-22
Planned Investments: Capital Expenditures
(4,500)
16-23 16-24 16-25
Acquisitions in Other Co's Purchases of Investments Total Investment Applications of Cash
(350) (2,500) (7,350)
16-26 16-27 16-28 16-29
Cash Flow from Financing Activities Proceeds from Loans & Debt Proceeds from Minority Interest Other Financing Activities Total Financing Sources of Cash
1,450 15 0 1,465
16-30 16-31 16-32 16-33 16-34
Cash Flow Applied for Financing: Payments on Loans and Debt Dividends Paid to Shareholders Purchase / Retire Stock Other Financing Activities Total Financing Applications of Cash
(1,250) (2,500) (1,500) 0 (5,250)
16-35
Total Change to Cash
16-36 16-37
Beginning Cash Balance Forecasted Ending Balance
(100) 870 770
Budgeted Balance Sheet 16-38 16-39 16-40 16-41 16-42 16-43
Cash and Cash Equivalents Short Term Marketable Securities Accounts Receivable Inventory Other Current Assets Total Current Assets
770 10 3,050 2,440 1,983 8,253
16-44 16-45 16-46 16-47 16-48 16-49 16-50
Fixed Assets Accumulated Depreciation Net Fixed Assets Longterm Investments Investments in Other Companies Intangibles and Other Assets Total Non Current Assets
32,600 (3,480) 29,120 1,205 1,000 230 31,555
16-51
Total Assets
39,808
16-52 16-53 16-54 16-55 16-56
Accounts Payable Short Term Borrowings Short Term Portion of LT Debt Other Current Liabilities Total Current Liabilities
5,185 3,660 40 1,830 10,715
16-57 16-58 16-59
Longterm Debt / Borrowings Other Longterm Liabilities Total Non Current Liabilities
4,150 1,100 5,250
16-60
Total Liabilities
15,965
16-61 16-62 16-63 16-64 16-65 16-66 16-67
Preferred Stock Common Equity Additional Paid in Capital Retained Earnings Adj for Foreign Currency Translation Treasury Stock Total Equity
0 2,200 5,700 25,491 (5,000) (3,050) 25,341
16-68
Total Liabilities and Equity
41,306
16-69
External Financing Required
(1,499)
a and placed it into a set of ssumptions for a final budget. ed in our forecast for improved finalize all assumptions et for planning purposes.
Assumptions & Comments
Based on review of Pro Forma Financials, Marketing, etc. Volume projections, production budgets, and vertical analysis Average % of Sales per Vertical Analysis
Based on anticipated levels of debt and past history Based on anticipated taxable income and effective rate Provision for contingency was added on this line item
Per our Simple Model Forecast
Review of Simple Model Forecast and Capital Expenditure Budget Per Simple Forecast Model Same formula as used in forecast models Same formula as used in forecast models
Per Simple Model Forecast Per Simple Model Forecast
Budgeted $ 4.5 million in Capital Expenditure Budget
Per forecast, strategic plan, and other budgets Per forecast, strategic plan, and other budgets
Per Financing Requirements and other budgets Per historical financials and investment budget
Per forecast and other budgets Per Simple Model Forecast Per strategic plan and other budgets
Per above Per historical financials Same formula as used in forecast models Same formula as used in forecast models Same formula as used in forecast models
Same formula as used in forecast models Same formula as used in forecast models Same formula as used in forecast models Per review of forecast and strategic plans Per review of forecast and historical balances
Same formula as used in forecast models Same formula as used in forecast models Per review of forecast and historical information Same formula as used in forecast models
Same formula as used in forecast models Per review of historical information and expected growth rates.
Per Simple Model Forecast Per Simple Model Forecast Same formula as used in forecast models Per Simple Model Forecast Same formula as used in forecast models
Microsoft Excel 9.0 Answer Report Worksheet: [Detail_Analysis.xls]13 - Pro Forma (Exp) Report Created: 3/16/2002 3:42:28 PM
Target Cell (Min) Cell Name $G$60 Mean Squared Error Square
Original Value 20,525,549
Final Value 12,297,836
Adjustable Cells Cell Name $D$24 Set Smoothing Factor
Original Value 0.70
Final Value 1.00
Constraints Cell Name $D$23 Smoothing Factor must be between 0 and 1 $D$24 Set Smoothing Factor
Cell Value
Formula Status Slack 0 $D$23>=$D$23 Binding 0 1.00 $D$24<=$E$23 Binding 0
Microsoft Excel 9.0 Answer Report Worksheet: [Detail_Analysis.xls]13 - Pro Forma (Exp) Report Created: 3/16/2002 5:19:05 PM
Target Cell (Min) Cell $G$46 Mean Squared Error Square
Name
Original Value 65,536,151
Adjustable Cells Cell Name $D$25 Assign weights to appropriate periods $E$25 Assign weights to appropriate periods $F$25 Assign weights to appropriate periods Total weights should add up to => $G$25 Assign weights to appropriate periods $H$25 Assign weights to appropriate periods
Original Value 0.00% 2.00% 5.00% 35.00% 60.00%
Constraints Cell Name $I$25 Assign weights to appropriate periods $D$25 Assign weights to appropriate periods $E$25 Assign weights to appropriate periods $F$25 Assign weights to appropriate periods Total weights should add up to => $G$25 Assign weights to appropriate periods $H$25 Assign weights to appropriate periods $D$25 Assign weights to appropriate periods $E$25 Assign weights to appropriate periods $F$25 Assign weights to appropriate periods Total weights should add up to => $G$25 Assign weights to appropriate periods $H$25 Assign weights to appropriate periods
Cell Value 100.00% 0.00% 1.50% 4.50% 34.50% 59.50% 0.00% 1.50% 4.50% 34.50% 59.50%
Final Value 59,853,342
Final Value 0.00% 1.50% 4.50% 34.50% 59.50%
Formula $I$25=$E$23 $D$25<=$E$23 $E$25<=$E$23 $F$25<=$E$23 $G$25<=$E$23 $H$25<=$E$23 $D$25>=$D$23 $E$25>=$D$23 $F$25>=$D$23 $G$25>=$D$23 $H$25>=$D$23
Status Binding Not Binding Not Binding Not Binding Not Binding Not Binding Binding Not Binding Not Binding Not Binding Not Binding
Slack 0 1 0.99 0.96 0.66 0.41 0.00% 1.50% 4.50% 34.50% 59.50%