Shikhar Mishra
Shikhar Mishra
In the current inline documentation and help pages we provide some amount of examples for user, and explain the API. Eventually, I think an extended tutorial page/Pluto notebook/medium blog using...
Right now #184 is work in progress to add confidence interval calculations. @nadiaenh asked instead of multiple dispatch on summary statistics functions (`mean`, `total`, `quantile` etc), create new method for...
Optimise computation or allocation intensive functions and algorithms in the main codebase. Review important computation intensive functions like - [ ] `bootweights` - [ ] `bydomain` - [ ] `ReplicateDesign`...
Currently, `Statistics` has all the Hyndman & Fan rules, and `Statsbase` has some rudimentary rule for Weighted (which I have been unable to classify), but from what I could find,...
To integrate `_ci` function with `ratio`. See #190 for exemplar integration with `mean`, and keep consistency. - [ ] `ratio` with confidence interval options - [ ] Add docstrings -...
Surveys are stored in many different formats, including `.csv`, `.RData` or SAS/SPSS/Stata specific formats. `Arrow` and `Feather` are two latest popular industry standards for long and short term data storage....
Things like type of columns should be fixed to best possible type for that column. The files should be cached so that a data engineered DataFrame object is loaded into...
See section 7.4 from Lohr - Sampling Design and Analysis for many surveys specific enhancements for plotting. Check functionality that various plots work as expected. Key thing is that weighting...
See how R survey does Hartley Rao and double inclusion probabilities. https://github.com/cran/survey/blob/9addea4be893748c60974732b01ef7a393019217/R/pps.R
See [line 23, R survey/bootstrap.R](https://github.com/cran/survey/blob/9addea4be893748c60974732b01ef7a393019217/R/bootstrap.R) for analogous code in R. In Julia, we have currently implemented Rao and Wu's (n-1) bootstrap function called `bootweights()` in `src/bootstrap.jl` (confusingly, this is called...