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Regression analysis: an intuitive guide for using and interpreting linear models/ by Jim Frost

By: Material type: TextTextPublication details: Pennsylvania: Jim publishing c2019Description: 338p.: ill.; 25 cmISBN:
  • 9781735431185
LOC classification:
  • QA278.2  .F76 2019
Contents:
My approach to teaching regression and statistics -- Correlation and an introduction to regression -- regression basics and how it works -- Interpreting main effects and significance -- Fitting Curvature -- Interaction effects -- Goodness-of -fit -- Specify your model -- Problematic -- Checking assumptions and fixing problems -- Using regression to make predictions -- Tips, Coomn questions and concerns -- Choosing the correct type of regression -- Examples of other types of regression.
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Holdings
Item type Current library Collection Call number Copy number Status Barcode
Books Books Zetech Library - Mang'u Campus General Stacks Non-fiction QA278.2 .F76 2019 (Browse shelf(Opens below)) C1 Available Z012304
Books Books Zetech Library - Ruiru Campus General Stacks Non-fiction QA278.2 .F76 2019 (Browse shelf(Opens below)) C2 Available Z012303

Includes Bibliographic references and Index.

My approach to teaching regression and statistics -- Correlation and an introduction to regression -- regression basics and how it works -- Interpreting main effects and significance -- Fitting Curvature -- Interaction effects -- Goodness-of -fit -- Specify your model -- Problematic -- Checking assumptions and fixing problems -- Using regression to make predictions -- Tips, Coomn questions and concerns -- Choosing the correct type of regression -- Examples of other types of regression.

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