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How to Understand and Implement Regression Analysis

They say a picture speaks 1000 words. So to summarize regression analysis, I've created an infographic. But first what is regression analysis? #infographic #regressionanalysis #machinelearning #pythonprogramming #artificialintelligence #mathematics #algorithms

Linear Regression predict scores on one variable from second variable Linear Regression predicting variable is criterion variable Linear Regression predicting variable is referred to as Y Linear Regression base variable is predictor variable Linear Regression base variable is referred to as X Linear Regression types simple regression - single independent variable Linear Regression types multiple regression – two or more independent variable Linear Regression consists of finding best-fitt

Inquiry Session #2: Goal Setting and Backward Design Every statistical test starts with a null hypothesis. As scientists, we have to assume an "innocent until proven guilty" mindset; meaning, we have to assume that our study has no significance until we can prove that it does. The null hypothesis states that our study has no significance and we need to reject it.