jet-lag 发表于 2025-3-25 05:33:11
Multiple Regression,rst to simple regression, which we considered in Chapter 1, and then to multiple regression. After that we shall derive formulae for least squares estimates and present properties of these estimates. These properties will be derived under the Gauss-Markov conditions which were presented in Chapter 1Phagocytes 发表于 2025-3-25 10:06:52
Indicator Variables,. We have already encountered such variables in Example 2.2, p. 31. They have a wide range of uses which will be discussed in this chapter. We shall mainly be concerned with using them as independent variables. In general, their use as dependent variables in least squares analysis is not recommended天然热喷泉 发表于 2025-3-25 13:06:19
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Unequal Variances,re. These conditions can be checked and if we find that one or more of them are seriously violated, we can take action that will cause at least approximate compliance. This and the next few chapters will deal with various ways in which these G-M conditions can be violated and what we would then needPOINT 发表于 2025-3-25 23:10:18
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Multicollinearity,ditions. These conditions only assure us that least squares estimates will be ‘best’ for a given set of independent variables; i.e., for a given . matrix. Unfortunately, the quality of estimates, as measured by their variances, can be seriously and adversely affected if the independent variables areneologism 发表于 2025-3-26 11:10:14
Variable Selection,easons we would like to cull the list. One important reason is the resultant parsimony: It is easier to work with simpler models. Another is that reducing the number of variables often reduces multicollinearity. Still another reason is that it lowers the ratio of the number of variables to the numbeFeedback 发表于 2025-3-26 13:53:39
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