Preface |
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Chapter 1: Managing the Sales Forecasting Process |
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1 | (17) |
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Forecasting Versus Planning |
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3 | (1) |
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Why Is a Sales Forecast Needed? |
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4 | (4) |
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Sales Forecasting Needs of Marketing |
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5 | (1) |
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Sales Forecasting Needs of Sales |
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6 | (1) |
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Sales Forecasting Needs of Finance/Accounting |
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6 | (1) |
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Sales Forecasting Needs of Production/Purchasing |
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7 | (1) |
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Sales Forecasting Needs of Logistics |
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7 | (1) |
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Summary: Organizational Sales Forecasting Needs |
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8 | (1) |
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Tools of Sales Forecasting Management |
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8 | (7) |
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Sales Forecasting Techniques |
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8 | (5) |
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Sales Forecasting Systems |
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13 | (1) |
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Sales Forecasting Managerial Approaches |
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13 | (2) |
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Sales Forecasting Performance Measurement |
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15 | (1) |
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15 | (3) |
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Chapter 2: Sales Forecasting Performance Measurement |
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18 | (24) |
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Sales Forecasting Accuracy |
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20 | (14) |
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Actual Measures of Forecasting Accuracy |
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21 | (4) |
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Accuracy Measures Relative to a Perfect Forecast |
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25 | (5) |
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Accuracy Measures Relative to a Perfect Forecasting Technique |
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30 | (1) |
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Multidimensional Measures of Accuracy |
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31 | (1) |
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Measuring Accuracy Across Multiple Products |
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32 | (1) |
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Sales Forecasting Time Horizon |
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33 | (1) |
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34 | (5) |
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34 | (2) |
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36 | (1) |
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37 | (1) |
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38 | (1) |
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39 | (1) |
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40 | (2) |
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Chapter 3: Time-Series Forecasting Techniques |
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42 | (37) |
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Fixed-Model Time-Series Techniques |
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45 | (30) |
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The Average as a Forecast |
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45 | (4) |
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49 | (4) |
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53 | (4) |
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57 | (2) |
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Exponential Smoothing With Trend |
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59 | (4) |
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Exponential Smoothing With Trend and Seasonality |
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63 | (6) |
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Adaptive Exponential Smoothing With Trend and Seasonality |
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69 | (5) |
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Fixed-Model Time-Series Techniques: Summary |
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74 | (1) |
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Open-Model Time-Series Techniques |
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75 | (3) |
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78 | (1) |
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Chapter 4: Regression Analysis |
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79 | (28) |
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How Regression Analysis Works |
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81 | (4) |
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The Process of Regression Analysis for Forecasting |
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85 | (1) |
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86 | (1) |
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87 | (12) |
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Generating Candidate Models |
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88 | (4) |
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Further Evaluation of Candidate Models |
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92 | (7) |
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99 | (1) |
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100 | (3) |
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103 | (4) |
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Chapter 5: Qualitative Sales Forecasting |
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107 | (23) |
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Qualitative Forecasting: Advantages and Problems |
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109 | (5) |
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Advantages of Qualitative Forecasting Techniques |
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109 | (1) |
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Problems With Qualitative Forecasting Techniques |
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110 | (4) |
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Summary: Qualitative Technique Advantages and Problems |
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114 | (1) |
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Qualitative Techniques and Tools |
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114 | (14) |
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Expert Evaluation Techniques |
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114 | (7) |
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Market Research Tools for Qualitative Forecasting |
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121 | (4) |
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Decision Analysis Tools for Qualitative Forecasting |
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125 | (3) |
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128 | (2) |
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Chapter 6: Sales Forecasting Systems |
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130 | (22) |
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The Sales Forecasting System as a Communication Vehicle |
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131 | (2) |
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The Tool Should Fit the Problem |
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133 | (2) |
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Complex Systems Do Not Have to Look That Way |
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135 | (1) |
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A "Suite" of Time-Series Techniques |
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135 | (1) |
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Qualitative, Time-Series, and (not or) Regression |
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136 | (2) |
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Let the System Tell You Which Techniques to Use |
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138 | (1) |
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Tell the System Which Forecasts Are Important |
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139 | (1) |
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Summary: Sales Forecasting Systems Principles |
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140 | (1) |
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MULTICASTER: An Example System |
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140 | (9) |
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142 | (2) |
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144 | (5) |
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149 | (1) |
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Sales Forecasting Systems: Summary |
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149 | (3) |
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Chapter 7: Benchmarking Studies: The Surveys |
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152 | (41) |
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153 | (2) |
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155 | (4) |
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Findings Comparing Phase 2 to Phase 1 |
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159 | (10) |
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159 | (4) |
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163 | (1) |
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164 | (1) |
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165 | (2) |
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Conclusions From Comparing Phases 1 and 2 |
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167 | (2) |
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169 | (9) |
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Sales Forecasting Systems |
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170 | (3) |
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Sales Forecasting Management |
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173 | (5) |
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Forecasting in Consumer Markets Versus Industrial Markets |
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178 | (11) |
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180 | (7) |
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Conclusions: Industrial Forecasting Versus Consumer Forecasting |
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187 | (2) |
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189 | (4) |
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Chapter 8: Benchmarking Studies: In-Depth Analysis |
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193 | (26) |
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195 | (3) |
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Functional Integration Stages |
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195 | (3) |
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Improving Functional Integration |
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198 | (1) |
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198 | (7) |
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198 | (5) |
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Improving Forecasting Approach |
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203 | (2) |
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205 | (2) |
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205 | (1) |
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Improving Forecasting Systems |
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206 | (1) |
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207 | (3) |
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Performance Measurement Stages |
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207 | (3) |
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Improving Forecasting Performance Measurement |
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210 | (1) |
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210 | (2) |
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Appendix: Sales Forecasting Audit Protocol |
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212 | (1) |
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Questions About Sales Forecasting Administration |
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212 | (3) |
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212 | (3) |
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Questions About Sales Forecasting Systems |
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215 | (2) |
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215 | (2) |
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Questions About Sales Forecasting Techniques |
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217 | (1) |
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Questions About Sales Forecasting Performance |
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218 | (1) |
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Chapter 9: MULTICASTER Book Version |
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219 | (22) |
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220 | (4) |
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224 | (3) |
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227 | (7) |
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234 | (2) |
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236 | (1) |
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236 | (2) |
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Appendix A: MBV Installation |
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238 | (2) |
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238 | (1) |
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239 | (1) |
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Appendix B: MBV Passwords |
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240 | (1) |
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Chapter 10: Managing the Sales Forecasting Function |
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241 | (23) |
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Sales Forecasting Management Questions |
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242 | (8) |
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Narrow or Broad Customer Base |
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242 | (1) |
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243 | (3) |
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246 | (3) |
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249 | (1) |
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249 | (1) |
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249 | (1) |
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Personnel and Systems Sophistication |
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249 | (1) |
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250 | (1) |
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250 | (1) |
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The Sales Forecasting Process |
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250 | (3) |
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Sales Forecasting Managerial Approaches |
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253 | (3) |
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The Independent Management Approach |
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254 | (1) |
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The Concentrated Management Approach |
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254 | (1) |
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The Negotiated Management Approach |
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255 | (1) |
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The Consensus Management Approach |
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256 | (1) |
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256 | (2) |
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Sales Forecasting and Planning: An Iterative Process |
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258 | (1) |
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259 | (2) |
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261 | (1) |
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A Final Word on Performance Measurement |
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261 | (2) |
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263 | (1) |
Index |
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264 | (10) |
About the Authors |
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