Linear Regression: A Mathematical Introduction
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Published By SAGE Publications, Inc

9781544336572, 9781071802571

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The Linear Regression Model (LRM)

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n1 ◽

2019 ◽

pp. 1-21

Keyword(s):

Linear Regression ◽

Regression Model ◽

Linear Regression Model

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Extensions of the Classical Linear Regression Model: The Case of Stochastic or Endogenous Regressors

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n6 ◽

2019 ◽

pp. 111-144

Keyword(s):

Linear Regression ◽

Regression Model ◽

Linear Regression Model ◽

Endogenous Regressors ◽

Classical Linear Regression

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Generalized Least Squares (GLS): Extensions of the Classical Linear Regression Model

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n5 ◽

2019 ◽

pp. 91-110

Keyword(s):

Linear Regression ◽

Regression Model ◽

Least Squares ◽

Linear Regression Model ◽

Generalized Least Squares ◽

Classical Linear Regression

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Linear Regression Model: Distribution Theory and Hypothesis Testing

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n4 ◽

2019 ◽

pp. 59-90

Keyword(s):

Linear Regression ◽

Regression Model ◽

Hypothesis Testing ◽

Linear Regression Model ◽

Distribution Theory ◽

Model Distribution

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The Classical Normal Linear Regression Model: The Method of Maximum Likelihood (ML)

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n3 ◽

2019 ◽

pp. 43-58

Keyword(s):

Maximum Likelihood ◽

Linear Regression ◽

Regression Model ◽

Linear Regression Model ◽

Method Of Maximum Likelihood

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The Classical Linear Regression Model (CLRM)

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n2 ◽

2019 ◽

pp. 23-42

Keyword(s):

Linear Regression ◽

Regression Model ◽

Linear Regression Model ◽

Classical Linear Regression

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Selected Topics in Linear Regression

Linear Regression: A Mathematical Introduction ◽

10.4135/9781071802571.n7 ◽

2019 ◽

pp. 145-174

Keyword(s):

Linear Regression

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