PART 1: Analyzing Healthcare Panel Data Using SPSS & R

SECTION 01.
Understanding the Korean Health Panel Data
SECTION 02.
Data Handling (1): Merging Files
SECTION 03.
Data Handling (2): Variable Conversion
SECTION 04.
Data Handling (3): Case Selection
SECTION 05.
Data Handling (4): Checking Normal Distribution
SECTION 06.
Frequency analysis
SECTION 07.
Descriptive statistical analysis
SECTION 08.
Chi-square test: proportion comparison analysis
SECTION 09.
Independent samples t-test
SECTION 10.
One-way ANOVA
SECTION 11.
Correlation analysis
SECTION 12.
Simple regression analysis
SECTION 13.
multiple regression analysis
SECTION 14.
Logistic regression analysis
SECTION 15.
Survival Analysis (Kaplan-Meier & Log-Rank Test)
SECTION 16.
Cox proportional hazards regression analysis
SECTION 17.
Diagnostic Test & ROC Curve

PART 2 _ Understanding and Using Complex Samples Using SPSS & R

SECTION 18.
Concept and types of composite samples
SECTION 19.
Download the National Health and Nutrition Survey raw data and guidelines & how to use the codebook
SECTION 20.
Things to know before statistical analysis
SECTION 21.
Pre-analysis setup (1): Merging files
SECTION 22.
Pre-analysis setup (2): Variable transformation
SECTION 23.
Pre-analysis setup (3): Selecting subjects
SECTION 24.
Pre-analysis settings (4): Applying weights
SECTION 25.
Empirical Analysis (1): Frequency Analysis
SECTION 26.
Empirical Analysis (2): Descriptive Statistics Analysis
SECTION 27.
Empirical Analysis (3): Cross-Analysis
SECTION 28.
Empirical Analysis (4): General Linear Model
SECTION 29.
Empirical Analysis (5): Logistic Regression Analysis

I want to conduct research quickly in a limited time.
Books for those working in the medical and health care industry

This three-volume series, including this book, covers almost everything that can be covered in medical and health statistics.
Furthermore, based on my consulting experience, I have provided easy-to-understand explanations of methods (meta-analysis, text analysis, panel data, and complex samples) that can help busy doctors and nurses write papers quickly.
I hope that the "Medical and Health Statistics Applicable in One Place" series will help doctors and nurses reduce the time it takes to write papers and statistics, and help protect the health of the public.