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Joshua Olusegun Ajetomobi
Приєднався 29 бер 2014
Відео
20 common excel short cuts which start with ctrl
Переглядів 14714 днів тому
ctrl o ctrl w ctrl h ctrl s ctrl c ctrl v ctrl z ctrl x ctrl a ctrl space bar ctrl n ctrl b ctrl i ctrl u ctrl home ctrl end ctrl @KLBROBijuRithvik1 ctrl - ctrl : ctrl q
Data Imputation, Data Manipulation, Simple Hypothesis Tests, Correlation and Regression Analysis
Переглядів 195Місяць тому
The video contains the use of Best packages for the topics Listwise deletion, mean and classification and regression tree imputation methods rename, select, filter, recode, arrange, mutate, pipe operators and other data manipulation functions in tidyverse package arsenal package ofr hypothesis testing the use of rempsyc for t-test the use of ggstatplot package for correlation and bar charts ggp...
Day 1 Short intro to R programming
Переглядів 35Місяць тому
The video contains (1) Overview of R panes (2) How to communicate with R (3) The use of R as a calculator (4) Help function in R (5) Typing comments in R (6) Some data type that R can work with (7) Entering data directly into R
R for Data description - frequency counts, tables, measures of central tendency and dispersion
Переглядів 56Місяць тому
This video contains (1) Setting of working directories (2) Importing external data (3) Calculating mean, trimmed mean, geometric mean, harmonic mean, quadratic mean, median, mode, SD, min, max, quartiles, and percentiles (4) Quick summary (5) Publication ready summary statistics (7) installing packages (8) Frequency distribution and tables (9) Cross tabulation, percentages and cummulative perce...
Comprehensive Data Description with Elegant Publication-ready Charts using Minimal Number of Codes
Переглядів 32Місяць тому
Using a R-generated synthetic dataset, this video includes the following publication-ready charts using ggplots, ggpubr and other packages: Pareto chart Pie chart for single variable using tastypie package Pie and donut charts for single and multiple variables using webr package Boxplot Violin plot Multi-panel boxplot histogram histogram overlaid with density plot scatter plot with labels and s...
Installation and Overview of R and RStudio
Переглядів 593 місяці тому
How to install latest R and RStudio How to Launch RStudio after installation Overview of R and RStudio
Introduction to Trade Policy Analysis
Переглядів 4354 місяці тому
Why the need for trade policy analysis? Definition of trade performance Preliminaries for trade policy analysis Trade performance indicators and their measurements
Learning Basic Matrix Algebra with R
Переглядів 525 місяців тому
Creating row and column vectors Creating a diagonal matrix Working with a square matrix Unit matrix Transpose of a matrix Triangular matrix Symmetric matrix Matrix addition Matrix multiplication Matrix inversion
Easy-to-Follow Economic Application of Matrix Algebra Part 1
Переглядів 1865 місяців тому
The video contains economic application of Matrix addition and subtraction Matrix scalar multiplication Matrix Multiplication Transpose of a Matrix Determinant of a matrix Matrix inversion
Introduction to Matrix Algebra Part 1
Переглядів 1566 місяців тому
Definition of a matrix Where do we apply matrix algebra? Types of matrices matrix addition multiplying a matrix by a scalar
Introduction to Matrix Algebra Part 3: Matrix Inversion and Application
Переглядів 1686 місяців тому
5 Steps to Calculate Inverse of a Matrix Solving Simultaneous Equations with Matrix Inversion Method Cramer's Rule and Application to Simultaneous Equations
Introduction to Matrix Algebra Part 2
Переглядів 1726 місяців тому
Matrix Multiplication Determinant of a Matrix Introduction to Laplace Expansion
ARDL Approach to Co integration Analysis
Переглядів 1076 місяців тому
The video shows: (1) A life- application of ARDL approach to cointegration analysis with R (2) The 2 essential packages for the estimation (ARDL and urca) (3) ADF unit root of the variables of interest (4) How to get the maximum order necessary for auto_ardl function (5) How to obtain the best lag order for variables of interest (6) Estimation of the ARDL model (7) Extracting the long run equat...
Panel data estimation of the supply response of cassava in Nigeria
Переглядів 123Рік тому
(1) The video used real life cassava panel data (2) panelr package was used to plot the panel graphs (3) table1 was used to describe the dataset (4) ips panel unit root test was carried out (5) GMM one step, GMM two steps, random and fixed effect methods were used (6) Hausman and cross dependence tests were carried out in addition to other tests that came out with the results of the GMM approaches
Technical and Scale Efficiencies of Poultry Egg Production in Nigeria
Переглядів 86Рік тому
Technical and Scale Efficiencies of Poultry Egg Production in Nigeria
Friendly introduction to R for data analysis
Переглядів 131Рік тому
Friendly introduction to R for data analysis
Auto Exploratory Data Analysis (EDA) in R
Переглядів 461Рік тому
Auto Exploratory Data Analysis (EDA) in R
Business Data Manipulation and Description
Переглядів 60Рік тому
Business Data Manipulation and Description
Supply response analysis using panel linear regression model
Переглядів 142Рік тому
Supply response analysis using panel linear regression model
Estimating Total Factor Productivity in R Using SFA Method
Переглядів 1,1 тис.Рік тому
Estimating Total Factor Productivity in R Using SFA Method
Technical, allocative and economic efficiencies
Переглядів 2,4 тис.2 роки тому
Technical, allocative and economic efficiencies
Naive, Mean, Holt, Damped trend, Exponential Smoothing and ETS Forecasting in R
Переглядів 4242 роки тому
Naive, Mean, Holt, Damped trend, Exponential Smoothing and ETS Forecasting in R
Hello, I truly enjoyed watching the courses, but I wonder if I can have the data "indata",to excercise it well. Hope you get back to me as soon as possible.
hello sir. thanks for the tutorial. its super helpful. however, we could not get a full view of the code, as it is longer than the r studio display screen. can you provide the code please???
Weldone prof.
Thank you very much, this was very useful! best regards
Brother just write the exact codes for estimating Te,ae,ee and no additional symbol please. Finally do explain them as well. Anyways great video, you earned a new sub. Thanks dude!
please send me the the link program sfa stochastic analysis
This is so helpful ❤
Glad it was helpful!
Thank you sir
👏
what is the Stata comand to estimate AE
Dear Sir, Thanks for this detailed explanation on how to run sfa on R. I used similar steps from your session to estimate the labour use efficiency in an agro system. The results I got were not very convincing as all the variables were either not significant with very low P-values, a very high mean efficiency value of 0.90, and a gamma value of 0.99. I am a little skeptical about the results since they are not in line with what was expected. Could you guide me on what possible steps I could take or an explanation on what could be the issue? Thanks in advance
Check the sigma v coefficient and p value as well as the gamnavar. Inefficiency may not be an issue. Before you conclude, you may wish to consider the type of distribution assumptions for the model. Which one did you use? Also the functional form used may impose further restrictions on your model
Joshua you legend you may have just saved my coursework.
Can you explain how to use the ppml estimator in R??
14:26 that plot of the filled and complete time series and the original time series with it's missing values looks like a really useful feature!😀
Sir, can you help with the interpretation of the analysis? I got lost in between the video please
AybI know where you are having issues? Is it the growth equation? or any of the panel regression model? For discussion, the fixed effect model should be used based on the Hausman and cross section dependence tests
Hello sir, thanks for the informative video. I'm new in r and self-learning. I want to make time series graphs using ggplot2 and I have weekly data such as 2023-06-20, 2023-06-28 etc. I want to make a plot showing the date as it is with an interval of two weeks. Pls any guide, syntax or tips on how to go about it?
Thanks a lot
Professor! Thank you very much ! if you have time, i hope to you upload about how run gravity model(ppml) in R!
Noted with thanks
Thanks prof for making this helpful video. We would appreciate it if you add another video using ARDL approach. Thank you
Noted with thanks. I will do that asap
Wish you'd made all your code visible. Difficult to understand how you've defined the variables for the diagnostic plots
Thank you for the video. It came at the right time for my proposal project
Hi Mr. Joshua, would please help me with this problem,,, I used your code and I got this message Error: unexpected symbol in "casedat <- zoo(death$Outcome, seq(from = as.Date("2020/04/19"), to= as.Date("2021/02/28") by"
Use dash symbol instead of backslash
Very informative talk, thank you
Glad it was helpful!
Can you share sfa script text sir?
Error in as.date("1/1/1986") : could not find function "as.date" how can i fix this problem
sir, what code did you use to transfer your results to excel
thank you very much
Can we do this for air quality index dataset which contains aqi, nowcast and raw concentration
Excellent tutorial Joshua
You have to share the data so that we can apply
thank you for creating this video, sir
It's my pleasure
I am most grateful. Actually, God-sent. Firstly, your pedagogical style is superior! Would like to see more of your videos, especially in text analytics if you do any. I am having trouble in piping 1 by 1 unstructured datasets in order to proceed with data manipulation. I use tidytverse , dplyr, packages but get stuck right at the beginning after loading the data.
Thanks for the tutorial Prof, but where can I get the dataset you used?
hi can this plotting guide used for time series data? Currently i am doing ARIMA model for covid-19 data.
Perhaps for the preliminaries but not ARIMA. fOR arima, you need the auto.arima function in forecast package
Dear sir. The sfa command is not working as it shown to me that number of parameters more than the number of observations. in such case, what can i do?
this is a typical case of small sample. If possible, increase your sample size or reduce your number of independent variables
sir i want to say thank you very very very much, you literally saved my future, i am writing right now my bachelorhesis and your video helps me a lot, god bless you sir
You are most welcome
Sir, you made the content too complicated.
Why do you think so?
Many thanks for creating this video! Very helpful!
Glad it was helpful!
Thank you for the video! Sharing the r script and the data would be great.
Can you please share the R script file on this UA-cam page? Thanks in anticipation.
Professor, thanks for your channel and the wonderful tutorials. Please how do you first set the data as time series data where R recognises the time variables in the data? What R commands do you use? I have monthly data in excel and CSV but when I import into R the time variable changes in some other numbers. How do I convert to time variable. Thank you.
If I can send you email. mine is otengknust@aol.com
@@owass141 can i have it too?
jsegun2002@yahoo.com
jsegun2002@yahoo.com
U have done good Job sir
Very nice video, but please i know how to change the colors of the line if we don't like the auto created colors in the last example of autoplot of inflation and unemloyment. i will be waiting for your reply or simply send me the codes at starsami2015@gmail.com. thank you very much dear sir
How would I add an indicator to my list of countries
Sir, thank you for such a detailed analysis of the DEA
My pleasure
Thank you sir. Can you please make the data available so we can also practice with it?
when using VAR of vars package, even after completing values with methodes shown on 7:57, you always get error message of existing NAs
I am facing the same issue. Did you find a solution? Thanks!
Perhaps you are still using your original data instead of the imputed one. Try to give a different name to the imputed data and treat it as an object. In case the problem still exists, send the screen shot to me to identify where the problem exists.
Hi Joshua. Thanks for the amazing video. I am getting an error when I am trying to use the sfa function in R. The system says "could not find function "sfa". I have followed the video step by step and will appreciate your help to overcome this issue. Thanks in Advance
sfa function can be found in frontier package. install the package and load it with library(frontier)
Sir, good evening from India. I have 23 DMUs which 20 having efficiency value has one . I want to rank these based on sales and profit., how should I proceed?
I've kept sales and profit as output and rawmaterial,manpower and other 3 columns as input. Let me know the changes to be made likewise