Publications by Anton Kasenkov
HAR WLE
knitr::opts_chunk$set(echo = TRUE, cache = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) pacman::p_load(tidyverse, caret, doParallel) select <- dplyr::select Introduction The ability to automatically cla...
2616 sym R (5256 sym/18 pcs) 1 img
Cohort Analysis for Channel Performance Evaluation
knitr::opts_chunk$set(echo = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) Sys.setlocale(locale = "English") pacman::p_load(knitr, readr, dplyr, tidyr, forcats, lubridate, ggplot2) Introduction Sometimes performance evaluation ...
8432 sym R (7342 sym/38 pcs) 2 img 12 tbl
Tooth Growth in Guinea Pigs in Response to Vitamin C Supplementation
knitr::opts_chunk$set(echo = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) Sys.setlocale("LC_ALL","English") options(scipen = 10) pacman::p_load(tidyverse, knitr) Synopsis The goal of this project is to explore the effect of v...
3570 sym R (2714 sym/8 pcs) 1 img
A Short Demonstration of Central Limit Theorem Application
knitr::opts_chunk$set(echo = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) Sys.setlocale("LC_ALL","English") pacman::p_load(tidyverse, knitr) Synopsis The Central Limit Theorem (or CLT for short) is one of the crucial aspects o...
3000 sym R (2026 sym/7 pcs) 1 img
Reproducible Research Course Project # 2
knitr::opts_chunk$set(echo = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) Sys.setenv(TZ = "UTC") Sys.setlocale("LC_ALL","English") options(stringsAsFactors = FALSE) rm(list = ls()); gc() library(dplyr) library(lubridate) l...
2727 sym R (4094 sym/5 pcs) 2 img
Fuel efficiency of 1970s’ cars: manual transmission vs automatic
knitr::opts_chunk$set(echo = TRUE, fig.width = 12, fig.height = 8, warning = FALSE, message = FALSE) Sys.setlocale(locale = "English") pacman::p_load(tidyverse, car, psych, DT) 1. Executive summary In this document a fuel efficiency of 1970’s automobi...
6879 sym R (8022 sym/27 pcs) 5 img