![running statistical analysis in excel running statistical analysis in excel](https://fiverr-res.cloudinary.com/images/t_main1,q_auto,f_auto,q_auto,f_auto/gigs2/148783263/original/fec0989c344b0ac0685e5607bad83c48ec74445d/do-statistical-data-analysis-on-spss-excel-or-miintab.jpg)
#Running statistical analysis in excel software
Forward/Backward with alpha-to-enter, alpha-to-remove Excel is not a statistical package however, Excel is often the software of choice for inputting data.White or Newey-West automatically selected based on Durbin-Watson P-Values.Newey-West robust standard errors for non-constant variance with autocorrelation (Heteroskedasticity and Autocorrelation-Consistent).Durbin-Watson test for autocorrelation in residuals with P-Values.
![running statistical analysis in excel running statistical analysis in excel](https://docplayer.net/docs-images/49/16731784/images/page_12.jpg)
White robust standard errors for non-constant variance (Heteroskedasticity-Consistent).Report includes the Overall test and Individual predictors as well. Anderson-Darling Normality test is applied to residuals in order to automatically select Normal or Koenker (Robust) version. Test for Constant Variance: Breusch-Pagan.R-Square K-Fold & StDev K-Fold (K-Fold Cross Validation).R-Square Predicted (Leave-One-Out Cross Validation).Lenth Pseudo Standard Error for Saturated Models (Orthogonal or Non-Orthogonal) with Monte Carlo or Student T P-Values.The F-test is a comparison test, which compares the variance in each group’s mean value to the overall. ANOVA Type I and/or Type III Sum-of-Squares with Pareto of Percent Contribution and Standardized Effects The Analysis of Variance model relies on an F-test to check statistical significance.
![running statistical analysis in excel running statistical analysis in excel](https://i0.wp.com/consultglp.com/wp-content/uploads/2018/06/Excel-analysis-toolpak.gif)
Specify interactions, quadratic and higher orders (all interactions or up to 3-Way).Automatic removal of extreme VIF or collinear terms (with alias and removal report).Main Effects and Interaction Plots (Fitted Means).Residual Plots (Regular, Standardized, Studentized – Deleted t).(1, 0) or (-1,0,+1) coding of categorical predictors.Option to display regression equation with unstandardized coefficients.Standardization and coding of continuous predictors.