teradata-chi-square-test

name	Teradata Chi-Square Test
description	Chi-square test of independence for categorical variables

Teradata Chi-Square Test

Property	Value
Skill Name	Teradata Chi-Square Test
Description	Chi-square test of independence for categorical variables
Category	Hypothesis Testing
Primary Function	TD_ChiSq
Framework	SQLE

Core Capabilities

• Automated table structure analysis via DBC.ColumnsV
• Dynamic SQL generation for TD_ChiSq
• Complete workflow from data preparation to results interpretation
• Data quality validation and preprocessing guidance
• Parameter optimization and tuning

Key Parameters

• FirstColumn: First categorical column
• SecondColumn: Second categorical column
• Significance: Significance level (default 0.05)

Use Cases

1. Test independence between categorical variables
2. Goodness-of-fit testing
3. Feature selection for classification
4. Market research survey analysis

Example Usage

-- TD_ChiSq execution
SELECT * FROM TD_ChiSq (
    ON {USER_DATABASE}.{USER_TABLE} AS InputTable
    USING
    FirstColumn ('{COLUMN_1}')
    SecondColumn ('{COLUMN_2}')
    Significance (0.05)
) AS dt;

Scripts Included

Core Analytics Scripts

• table_analysis.sql: Automatic table structure discovery
• preprocessing.sql: Data preparation and feature engineering
• model_training.sql: TD_ChiSq execution
• evaluation.sql: Results analysis and metrics
• complete_workflow_template.sql: End-to-end workflow

Utility Scripts

• data_quality_checks.sql: Comprehensive data validation
• parameter_tuning.sql: Parameter optimization
• diagnostic_queries.sql: Results diagnostics and interpretation

Best Practices

• Always run table_analysis.sql first to understand your data structure
• Validate data quality before executing the analytical function
• Use parameter_tuning.sql to find optimal configuration
• Review diagnostic_queries.sql output for model/results validation

Limitations

• Requires Teradata Vantage 17.20+ with ClearScape Analytics
• Input data must meet function-specific requirements
• Results depend on data quality and parameter configuration

Teradata Chi-Square Test - ClearScape Analytics skill for Teradata Vantage