000 | 01993nam a22002057a 4500 | ||
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008 | 111028t xxu||||| |||| 00| 0 eng d | ||
020 | _a0075611201 9780075611202 | ||
050 | _aH61.4 .D45 | ||
100 | _a DeLurgio, Stephen A. | ||
245 |
_aForecasting principles and applications / _cStephen A. DeLurgio |
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250 | _a1st ed | ||
260 |
_aBoston : _bIrwin/McGraw-Hill, _c©1998. |
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300 |
_axxviii, 802 p. : _bill. ; _c26 cm. |
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500 | _aIncludes index. | ||
505 | _aContents: Foundations of forecasting: Planning and forecasting -- Statistical fundamentals for forecasting -- Simple linear regression analysis -- Univariate methods: Simple smoothing methods -- Decomposition methods and seasonal indexes -- Trend-seasonal and Holt-Winters smoothing -- Univariate ARIMA methods: Univariate ARIMA models: Introduction -- ARIMA applications -- ARIMA forecast intervals -- Multivariate / causal methods: Multiple regression of time series -- Econometric methods -- ARIMA intervention analysis -- Multivariate transfer functions -- Cyclical, qualitative and artificial intelligence methods: Cyclical forecasting forecasting methods -- Technological and qualitative forecasting methods: Long-term forecasting -- Artificial neural networks, expert systems and genetic algorithms -- Combining, validation and managerial issues: Control, validation and combining methods -- Mehtod characteristics, accuracy and data sources -- Appendix A: Forecasting data sources -- Appendix B: Outlier detection and adjustment procedures -- Appendix C: Student t-distribution -- Appendix D: Areas of the standard normal distribution -- Appendix E: Critical values of chi-square -- Appendix F: The F- distribution for a=.05 and a=.01 (bold) for many possible degrees of freedom -- Appendix G: Critical values of the Durbin-Watson test statistics for a=.05. | ||
650 |
_aForecasting _xMathematical models. |
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650 |
_aForecasting _xStatistical methods. |
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650 | _aPrognoses. | ||
942 |
_2lcc _cBK |
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999 |
_c202 _d7702 |