Analyze the Framingham Heart Study* dataset preloaded in SAS Studio. Produce a Logistic Regression Analysis for the Variables "Weight" and "Status"

SAS_LogisticRegression_Video1-2.pptx

Logistic Regression Model

Survival on the RMS Titanic

Survival on the RMS Titanic (Cont.)

Survived Variable

Survived Variable (Cont.)

Logistic Regression

LOGISTIC Procedure

DATA= Option

MODEL Statement

Predictors

EVENT=1

RUN Statement

Display Standard Input

Model Information

Relevant Information

Sample Size Information

Model Convergence

Model Fit Statistics

Model Fit Statistics (Cont.)

Testing Global Null Hypothesis

Testing Global Null Hypothesis (Cont.)

Analysis of Maximum Likelihood Estimates

Analysis of Maximum Likelihood Estimates (Cont.)

Odds Ratio Estimates

Odds Ratio Estimates (Cont.)

Odds Ration Estimates (Cont.)

Odds Ratio Estimates (Cont.)

Association of Predicted Probabilities and Observed Responses

Association of Predicted Probabilities and Observed Responses (Cont.)

PLOTS=EFFECT

Logistic Regression Effect Plot

Logistic Regression Effect Plot (Cont.)

Predicted Probabilities for Survived

Predicted Probabilities for Survived (Cont.)

Thank You