Publications by Zahid Asghar
Gapminder data EDA for South Asia
Exploring Gapminder data for South Asia using dplyr Data are ubiquitous but insight is hard due to lack of capacity among researchers/scholars at the local level. Survey data are collected but explored very little. One main reason for this limited use of data is a difficult and time consuming process of cleaning and transformation of data. Most o...
5065 sym R (9733 sym/33 pcs) 5 img
Simpson Paradox in econometric model
Simpson paradox If one interprets data at aggregate level , results may be interpretted differently and when same data are evaluated at disaggregated level, one may reach at a different results. This is mainly due to some variable missing in the model. Therefore, care should always be observed while giving causal interpretation to a coefficient i...
3423 sym R (6330 sym/25 pcs) 5 img
Labour Force Survey Data for Pakistan
Data Wrangling This is an R Markdown document. Markdown is a simple formatting syntax for authoring HTML, PDF, and MS Word documents. For more details on using R Markdown see http://rmarkdown.rstudio.com. When you click the Knit button a document will be generated that includes both content as well as the output of any embedded R code chunks with...
542 sym R (14049 sym/49 pcs) 5 img
Alif Ailan
Alif Ailan 2016 Data setwd("C:/Users/hp/OneDrive - Higher Education Commission/Data Journalism") alif<-read.csv("Alifailan.csv",header = TRUE) library(tidyverse) ## -- Attaching packages ------------------------------------------- tidyverse 1.2.1 -- ## v ggplot2 3.2.1 v purrr 0.3.2 ## v tibble 2.1.3 v dplyr 0.8.3 ## v tidyr 0.8...
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Growth equation using RMarkdown document
Interpreting the coefficients of multiple LRM Purpose of this post is to explain Frisch-Waught in a very simple form as many a times students in econometric classes are used to memorize the concept \(y=\beta_0x+\beta_1x_1+\beta_2x_2+\epsilon\) Using the data set Growth described (description is provided in previous video), excluding the data for ...
441 sym R (4251 sym/20 pcs)
Multiple Linear Regression for Growth Data
Multiple Linear Regression Model Purpose of this post is to explain Frisch-Waught in a very simple form as many a times students in econometric classes are used to memorize the concept \(y=\beta_0x+\beta_1x_1+\beta_2x_2+\epsilon\) Using the data set Growth described (description is provided in previous video), excluding the data for Malta, run th...
830 sym R (6160 sym/5 pcs)
Covid-19 Dashboard for Pakistan 12-4-2020
Coronavirus in Pakistan Zahid Asghar Summary Row confirmed 5,011 death 86 (1.7%) Row Daily cumulative cases by type (Pakistan only) Comparison Column Daily new cases Cases distribution by type Map World map of cases (use + and - icons to zoom in/out) About The Coronavirus Dashboard: the case of Pakistan This Coronavirus d...
1406 sym R (12087 sym/2 pcs)