Regression Analysis by Example by Samprit Chatterjee
A variety of ideas and methods of regression analysis are explored with the aid of realistic examples that highlight the analysis of data and include irregularities similar to those encountered in practice. Recent advances in regression diagnostics are covered with emphasis on plots such as component plus residual, added variable, sequence, along with index plots for leverage and function. The authors utilize standard and some not so standard summary statistics on the basis of their intuitive appeal to demonstrate concepts. The majority of analyses described are available in software packages on the market today.-
Statistics for Experimenters
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Applied Logistic Regression
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Linear Regression Analysis
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Categorical Data Analysis
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Robust Statistics
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Introduction to Modern Business Statistics
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Multidimensional Scaling
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Introduction to Stochastic Dynamic Programming
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Discrimination and Classification
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Analysis of Complex Surveys
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Introduction to Linear Regression Analysis
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Statistical Methods for Comparative Studies
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Applied Statistics
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Theory of Probability
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Theory of Point Estimation
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Introductory Statistics
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Optimization Under Constraints
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The Spectral Analysis of Time Series
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Introduction to the Theory and Practice of Econometrics
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Nonparametric Methods in Multivariate Analysis
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Stochastic Simulation
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Real Analysis and Probability
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A Sampler on Sampling
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Chi-squared Distribution
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Practical Nonparametric Statistics
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Introductory Engineering Statistics
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Clustering Algorithms
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Finding Groups in Data
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Beyond ANOVA
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The Statistical Analysis of Failure Time Data
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Statistical Techniques for Manpower Planning
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Survey Errors and Survey Costs
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Statistics for Spatial Data
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Variance Components
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An Introduction to Probability Theory and Mathematical Statistics
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Loss Distributions
| SKU | Unavailable |
| ISBN 13 | 9780471884798 |
| ISBN 10 | 0471884790 |
| Title | Regression Analysis by Example |
| Author | Samprit Chatterjee |
| Series | Probability And Mathematical Statistics S |
| Condition | Unavailable |
| Binding Type | Hardback |
| Publisher | John Wiley and Sons Ltd |
| Year published | 1991-08-29 |
| Number of pages | 304 |
| Cover note | Book picture is for illustrative purposes only, actual binding, cover or edition may vary. |
| Note | Unavailable |