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Statistics and Social Science

This directory contains 8 workflows.

IconAdvanced A B Testing for Panel Data Experimentation 

<p>This workflow supports advanced A B testing using panel data. It enables causal effect estimation with treatment indicators, multiple control variables, […]

IconAuto SARIMA Playground 

<p><strong>Auto SARIMA Playground</strong></p><p><br>A workspace designed to experiment with the <strong>Auto-SARIMA</strong> node for time series […]

IconDemand Forecasting with Auto-ETS 

<p><strong>Manufacturing Demand Forecasting</strong></p><p>This workflow performs <strong>automatic time series forecasting</strong> on automotive product […]

IconDemand Forecasting with Auto-SARIMA 

<p><strong>Manufacturing Demand Forecasting</strong></p><p>This workflow performs <strong>automatic time series forecasting</strong> on automotive product […]

IconEffect of Store Promotions on Sales 

IconFactor and Correspondence Analysis for Survey Data 

<p>This workflow demonstrates how to apply several complementary multivariate statistical techniques—Principal Component Analysis (PCA) with Varimax […]

IconOLS Regression Analysis 

<p>This workflow demonstrates how to estimate a linear regression model using OLS and assess its quality through advanced diagnostics, including leverage, […]

IconPanel Data Regression - Econometric Modeling 

<p>This workflow trains an econometric fixed effects panel model to explain and forecast Real GDP (PPP, 2021) for Euro Area countries. It ingests a country […]