query: Why does the linear regression algorithm assume the input residuals (errors) to be normal distributed?
positive_passages.docid: 26980
positive_passages.text: How does linear regression use the normal distribution?
negative_passages.docid: 135975
negative_passages.text: Why would one suppress the intercept in linear regression?
negative_passages.docid: 83780
negative_passages.text: Why are we using a biased and misleading standard deviation formula for $\sigma$ of a normal distribution?
negative_passages.docid: 118866
negative_passages.text: How are the Error Function and Standard Normal distribution function related?
negative_passages.docid: 134109
negative_passages.text: Why does the degree of freedom of SSR equals 1 in simple linear regression
negative_passages.docid: 43351
negative_passages.text: ANOVA assumption normality/normal distribution of residuals
negative_passages.docid: 104487
negative_passages.text: Finding Bias$(s^2)$ in incorrect linear model
negative_passages.docid: 118539
negative_passages.text: Is there an intuitive explanation why multicollinearity is a problem in linear regression?
negative_passages.docid: 59274
negative_passages.text: Why do cost functions use the square error?
negative_passages.docid: 86672
negative_passages.text: How are the standard errors of coefficients calculated in a regression?
negative_passages.docid: 119647
negative_passages.text: Average norm of a N-dimensional vector given by a normal distribution
negative_passages.docid: 14481
negative_passages.text: How do I show that the sum of residuals of OLS are always zero using matrices
negative_passages.docid: 98586
negative_passages.text: Mathematical Basis behind inflation of Standard errors of Regression estimates due to multicollinearity
negative_passages.docid: 154994
negative_passages.text: Violation of linearity assumption in Logistic Regression
negative_passages.docid: 141269
negative_passages.text: Linear regression not fitting well
negative_passages.docid: 139231
negative_passages.text: Linear regression: any non-normal distribution giving identity of OLS and MLE?
negative_passages.docid: 153314
negative_passages.text: Multiple Regression, Normal distribution and Normalization