Publications by Laboratory Exercise No. 5
My First Flexdashboard
My First R Dashboard # Column Animated plot Column Interactive plot Side-by-side bar chart...
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My Second Flexdashboard
My First R Dashboard Animated plot Interactive plot Side-by-side bar chart...
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Day 2 Slides (R for Economics & Social Science Research)
class: center, middle # R for Economics and Social Science Research #### Norberto E. Milla, Jr. --- class: center, middle # Day 2: Data Visualization with R --- # Introduction to Visualization .pull-left[ - *"A picture is worth a thousand words”.* - a good visualization makes it easier to identify patterns and trends - pr...
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Day 1 Slides (R for Economics & Social Science Research)
class: center, middle # R for Economics and Social Science Research #### Norberto E. Milla, Jr. --- class: center, middle # Day 1: Introduction to R --- # Overview of R and RStudio <img src="pic3.png" width="15%" style="display: block; margin: auto auto auto 0;" /> * is open source and freely available * is a cross-platform la...
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Creating Slide Presentation Using Quarto
Creating Slide Presentations using Quarto An Introduction Norberto E. Milla, Jr. Prerequisites The following applications must already be installed in your machines. R RStudio Quarto Slide background You can add background to individual slides Just add the following in the slide header {background-image=background.png} Or to the entire sli...
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Success in Statistics: Position Yourself for the Future
. The Explosion of BIG Data manage explore present interpret The Importance of Statistics Today SEM growth in research applications Skills Set Needed for a Successful Statistician Technical SkillsAnalytical ThinkingCommunication Skills Statistical Knowledge Probability and statistical inference, multivariate analysis, time series analysis C...
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Analysis of Experiments with Repeated Measures
Introduction same variable is measured more than once on the same unit (plant, animal, student) simplest form: pre-test and post-test design the measurements are not independent and violates one of the statistical assumptions ANOVA for repeated measurements the resulting data for each unit constitute a time series (autocorrelation) One of th...
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Checking Assumptions of the Analysis of Variance using R
Loading required packages library(readxl) library(tidyverse) library(ExpDes) library(agricolae) library(afex) library(performance) library(nortest) library(ggpubr) Importing data crop_yield <- read_excel("chap4demo.xlsx") head(crop_yield) ## # A tibble: 6 × 3 ## trt fertilizer yield ## <chr> <dbl> <dbl> ## 1 T1 0...
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Statistical Tools and Methods for Data Analysis
Loading libraries library(readxl) library(ExpDes) library(tidyverse) library(ggstatsplot) library(ISLR) library(patchwork) library(emmeans) library(multcomp) library(multcompView) library(ggpubr) library(rstatix) library(Hmisc) library(GGally) Analysis of Experiments in RCBD Importing the data (Make sure to set the appropriate working...
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Statistical Analysis of Experiments Using R and RStudio
Loading libraries library(readxl) library(ExpDes) library(tidyverse) #library(ggstatsplot) library(ISLR) library(patchwork) library(emmeans) library(multcomp) Analysis of Experiments in RCBD Importing the data (Make sure to set the appropriate working directory) agrondata <- read_excel("agrondata.xlsx") head(agrondata) #displays the 1st ...
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