Topic: amelia Goto Github
Some thing interesting about amelia
Some thing interesting about amelia
amelia,A ScribbleHub-focused RSS bot built in Javacord.
Organization: amelia-chan
amelia,Exploratory data analysis, missing value imputation and linear models on carnicoma data
User: elifdogandar
amelia,Simulation in R for Small Area Estimation (SAE) using the AMELIA dataset
Organization: eurostat
amelia,Project U.F.E.W. or Using Flask Easy Webservice is a standard web service that connects with MariaDB (or MySQL) easily using Project Amelia Data Access.
User: mrglasses
amelia,Syncing Google calendar so that no one can book anything(using wp-amelia) when you're busy.
User: sturzael
amelia,My role in this group project was to perform regression analysis on quarterly financial data to predict a company's market capitalization. I used R to develop ordinary least squares (OLS), stepwise, ridge, lasso, relaxed lasso, and elastic net regression models. I first used stepwise and OLS regression to develop a model and examine its residual plots. The plot displaying the residuals against the predicted values indicated multiplicative errors. I, therefore, took the natural log transformation of the dependent variable. The resulting model's R2 was significantly, negatively impacted. After examining scatter plots between the log transformation of market capitalization and the independent variables, I discovered the independent variables also had to be transformed to produce a linear relationship. Using the log transformation of both the dependent and independent variables, I developed models using all the regression techniques mentioned to strike a balance between R2 and producing a parsimonious model. All the models produced similar results, with an R2 of around .80. Since OLS is easiest to explain, had similar residual plots, and the highest R2 of all the models, it was the best model developed.
User: tboudart
amelia,Easily enable the scheduled notifications of the Amelia booking plugin.
User: xewl
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