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- 2001048431 contributor B8953731.
- 2001048431 created "c2002.".
- 2001048431 date "2002".
- 2001048431 date "c2002.".
- 2001048431 dateCopyrighted "c2002.".
- 2001048431 description "Includes bibliographical references (p. [223]-227) and index.".
- 2001048431 description "Machine generated contents note: 1 Hilbert Spaces and Statistics 1 -- 1.1 Hilbert Spaces and Projections1 -- 1.2 Preliminaries from Statistics6 -- 1.3 Estimation of Parameters 12 -- 1.4 Double Least Squares Estimators 24 -- 1.5 Invariant Quadratic Estimators 30 -- 1.6 Unbiased Invariant Estimators 37 -- 2 Random Processes and Time Series 51 -- 2.1 Basic Notions51 -- 2.2 Models for Random Processes53 -- 2.3 Spectral Theory61 -- 2.4 Models for Time Series65 -- 3 Estimation of Time Series Parameters 73 -- 3.1 Introduction73 -- 3.2 Estimation of Mean Value Parameters74 -- 3.3 Estimation of a Covariance Function99 -- 3.4 Maximum Likelihood Estimation118 -- 4 Predictions of Time Series 147 -- 4.1 Introduction147 -- 4.2 Predictions in Linear Models149 -- 4.3 Model Choice and Predictions165 -- 4.4 Predictions in Multivariate Models179 -- 4.5 Predictions in Nonlinear Models189 -- 5 Empirical Predictors 197 -- 5.1 Introduction197 -- 5.2 Properties of Empirical Predictors198 -- 5.3 Numerical Examples208.".
- 2001048431 extent "viii, 231 p. :".
- 2001048431 identifier "0387953507 (alk. paper)".
- 2001048431 identifier 2001048431-d.html.
- 2001048431 identifier 2001048431.html.
- 2001048431 issued "2002".
- 2001048431 issued "c2002.".
- 2001048431 language "eng".
- 2001048431 publisher "New York : Springer,".
- 2001048431 subject "519.5/5 21".
- 2001048431 subject "QA280 .S82 2002".
- 2001048431 subject "Regression analysis.".
- 2001048431 subject "Time-series analysis.".
- 2001048431 tableOfContents "Machine generated contents note: 1 Hilbert Spaces and Statistics 1 -- 1.1 Hilbert Spaces and Projections1 -- 1.2 Preliminaries from Statistics6 -- 1.3 Estimation of Parameters 12 -- 1.4 Double Least Squares Estimators 24 -- 1.5 Invariant Quadratic Estimators 30 -- 1.6 Unbiased Invariant Estimators 37 -- 2 Random Processes and Time Series 51 -- 2.1 Basic Notions51 -- 2.2 Models for Random Processes53 -- 2.3 Spectral Theory61 -- 2.4 Models for Time Series65 -- 3 Estimation of Time Series Parameters 73 -- 3.1 Introduction73 -- 3.2 Estimation of Mean Value Parameters74 -- 3.3 Estimation of a Covariance Function99 -- 3.4 Maximum Likelihood Estimation118 -- 4 Predictions of Time Series 147 -- 4.1 Introduction147 -- 4.2 Predictions in Linear Models149 -- 4.3 Model Choice and Predictions165 -- 4.4 Predictions in Multivariate Models179 -- 4.5 Predictions in Nonlinear Models189 -- 5 Empirical Predictors 197 -- 5.1 Introduction197 -- 5.2 Properties of Empirical Predictors198 -- 5.3 Numerical Examples208.".
- 2001048431 title "Predictions in time series using regression models / František Štulajter.".
- 2001048431 type "text".