SPSS: Predictive modeling and advanced regression

Introduction

What this guide covers

Introduction REGRESSION / DEPENDENT Y / METHOD = ENTER X1 X2 X3 / SAVE ZRESID(Residuals) Statistical Reference Manual · Expert Level

Overview

Topics covered

• Introduction
• Predictive Modeling and Advanced Regression in SPSS
• SPSS Predictive Epistemology and Statistical Environment
• Explanation versus Prediction
• Data Architecture in SPSS for Modeling
• Simple Linear Regression (RLS)

Related concepts

Main connections

• Logistic regression
• Linear regression
• Variance & standard deviation
• Residual analysis & diagnostics
• Maximum likelihood estimation
• p-value & significance

Compatible notation

Mathematical sample in LaTeX

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