ImIqbalStat
Welcome to my channel , your gateway to the world of data analysis using R Studio and other statistical packages, where we explore the realms of forestry and agriculture. Dive into the heart of datasets, as we uncover the insights within forests and farmlands alike. Immerse yourself in the intersection of data and nature, discovering the stories told by statistical analysis and visualizations. Whether you're a data enthusiast, forestry professional, or agriculture aficionado, Imstat is your companion on the journey through data-driven exploration. Subscribe for engaging tutorials, real-world applications, and a holistic view of the data-rich landscapes in forestry and agriculture. Let's cultivate knowledge together! 🌳🌾📊
Statistical Tests — explained in simple language, on demand of my students
ImSmartClassifier : 🔧 Fit Fast✔️ Validate Right🎯 Predict Best
ImMLPro : Model Smart and Predict Better
SmartML : Train, Evaluate, Optimize, Tune and Select #machinelearning #datascience #dataanalysis
DendroFit: A Smart App for Tree Height Diameter Modeling #forestry #statistics #data
Computing Tree Above-ground Biomass library(BIOMASS) in #rstudio #HDmodel #Tree #Height #diameter
Radargraph in library(AgroR) for RCBD (Multiple comparison Tests) : #LSD #DMRT #SK #TukeyHSD
Imneuron : AI Powered Neural Network Solutions for Regression Tasks #rstudio #neuralnetworks
National Statistics Day 2024
Analysis of Experimental Designs in R Studio #CRD #RCBD #LSD #FactorialRCBD
Dot and whisker plot for regression analysis : R studio
Fitting of Linear Equation Through Excel Solver Add in
Split Plot Design : An experiment within an experiment……………
Factorial Experiments #statistics #anova #datascience #dataanalytics
Latin Square Design #statistics #anova #data #ftest #datascience #dataanalytics
Randomized Complete Block Design #RCBD #anova #statistics #datascience #dataanalytics
Completely Randomized Design #ANOVA #data #statistics #datascience
Principles of Experimental Designs #data #statistics #anova #replication #randomization #blocking
Analysis of Variance #anova #Ftest #statistics #data #datascience #dataanalytics #ttest
Regression Analysis #slope #data #statistics #coefficient #regressionanalysis
Correlation analysis #pearson #Ttest #correlation #data #statistics #datascience
Test of significance #ttest #Ftest #chisquaretest #statistics #data #datascience
Testing of Hypothesis #nullhypothesis #Error #statistics #datascience
Probability distributions #statistics #normaldistribution #binomial_distribution #data
Basic concepts of Probability #statistics #data #datascience #probability
Basic Concepts in Statistics #statistics #average #mean #standarddeviation #data #dataanalytics
Fitting of Artificial Intelligence based Neural Network Algorithm in JASP #neuralnetworks #data
Forward Selection & Backward Elimination in JASP #datascience #regressionanalysis #statistics
In-Depth RCBD Data Analysis with R Studio's agricolae, doebioresearch and AgroR Libraries #rstudio
Correlation and Regression in JASP #data #statistics #regressionanalysis #correlation