Description

Book Synopsis
Covers both multivariate analysis and matrix algebra. This work focuses on tests of hypotheses such as the Lagrange multiplier test. It discusses asymptotic distribution theory, and characteristic functions in depth. It is suitable for beginning graduate courses in mathematical statistics and econometrics.

Table of Contents
Probability Theory: Introduction. Basic Probability. Random Variables and Distributions. Some Special Distributions. Multivariate Distributions. Statistical Inference: Sampling Theory. Asymptotic Distribution Theory. Estimation. Tests of Hypothesis. Econometrics: Multiple Regression. Functional Forms and Dummy Variables. Nonspherical Disturbances. Appendixes. References. Author Index. Subject Index.

Statistical Methods in Econometrics

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    A Hardback by Ramu Ramanathan

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      Book details

      Publisher Academic Press Inc
      Published 7 January 1993
      ISBN-13 9780125768306
      978-0125768306
      ISBN-10 0125768303

      Description

      Book Synopsis
      Covers both multivariate analysis and matrix algebra. This work focuses on tests of hypotheses such as the Lagrange multiplier test. It discusses asymptotic distribution theory, and characteristic functions in depth. It is suitable for beginning graduate courses in mathematical statistics and econometrics.

      Table of Contents
      Probability Theory: Introduction. Basic Probability. Random Variables and Distributions. Some Special Distributions. Multivariate Distributions. Statistical Inference: Sampling Theory. Asymptotic Distribution Theory. Estimation. Tests of Hypothesis. Econometrics: Multiple Regression. Functional Forms and Dummy Variables. Nonspherical Disturbances. Appendixes. References. Author Index. Subject Index.

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