To address this issue, we present a new heuristic: the lower and resampled upper bound congruence method (LRUBCM). This method uses a resampling technique to obtain a sampling distribution for the congruence co
This method uses the simple idea that the effect of a policy can be estimated as a share of a total known quantity of the outcome variable (e.g. total UI claims in a given period), if the researcher can account for all policies that would affect this total quantity. In our context, ...
Considering that one of the objectives of the current research is the psychometrics of the questionnaire, and this questionnaire has been prepared for the first time, the exploratory factor analysis method was used for construct validity, the detailed results of which are presented in the results ...
For detailed instructions, scripts, and tools to set up your development environment for data analysis, check out the dev-setup repo.running-notebooksNote: If you intend to learn the hard way (preferred method)then I'd strongly advice to write as much code as you can yourself and not just...
Learn data cleaning, exploratory data analysis, and machine learning. churn-analysis Predict customer churn. Exercise logistic regression, gradient boosting classifers, support vector machines, random forests, and k-nearest-neighbors. Includes discussions of confusion matrices, ROC plots, feature importance...
For detailed instructions, scripts, and tools to set up your development environment for data analysis, check out the dev-setup repo. running-notebooks Note: If you intend to learn the hard way (preferred method)then I'd strongly advice to write as much code as you can yourself and not ju...
3.1. Method 3.1.1. Participants A new sample of 361 high school students volunteered to take part in this rating task (189 females, Mage = 16.27, SD = .75, ranging from 15 to 18 years old). The participants were all Chinese native speakers who had no reading or learning difficulties. ...
a. Work aspect preference scale (WAPS) b. Work values inventory (WVI) Validity and Reliability: Validity and reliability are two important psychometric properties of psychological tests. Validity refers to the degree to which an i...
Do an exploratory data analysis(EDA) of titanic with visualizations and storytelling. Predict: Use machine learning classification models to predict the chances of passengers survival. P.S. If you want to learn more about regression models, try this kernel. Part 1: Importing Necessary Libraries and...
snakemake -s ./workflow/modules/2-qc.smk --software-deployment-method conda --cores 32 Differential expression analysis Once the preprocessing and quality control steps are complete, you can run (or re-run) differential analysis via DESeq2 and production of DEG reports. This will produce DEG ...