✦  Trusted by researchers; Cloud-powered tools  ·  Free trial — no credit card required  ·  ✦  Trusted by researchers  ·  Cloud-powered tools  ·  Free trial — no credit card required  · 
uptime: 99.9% tools: all online analyses: 2,400+ R Powered by R visitors: 4,793 uptime: 99.9% tools: all online analyses: 2,400+ R Powered by R visitors: 4,793
Σ ŷ=β₀+β₁x μ π² σ² χ² α H₀:μ₁=μ₂
AI & Statistical Research Platform

Analyse Data.
Publish with
Confidence.

Cloud-powered statistical & ML tools built for researchers in agricultural and allied sciences. Run ANOVA, Statistical Models and ML Algorithms — no setup, no installation.

RA
SF
BM
NB
+
★★★★★
Researchers trust imiqbalstat
R Language
R Language
The Statistical Computing Engine
CRAN Packages Shiny Apps Open Source
ggpairs · Iris Dataset · Species Distribution
Sepal.Length Sepal.Width 5 6 7 2.5 3.0 3.5 4.0 Sepal.Length Sepal.Width setosa versicolor virginica Species
● setosa ● versicolor ● virginica
Neural Network · Iris Classification
Sepal.L Sepal.W Petal.L Petal.Wsetosa versicolor virginica Input Hidden Output Error: 1.184 · Steps: 9405
4 Inputs 4 Hidden 3 Outputs
Trusted by researchers at SKUAST-Kashmir SKUAST-Jammu Kashmir University Cenral University of Kashmir IUST Kashmir SKIMS Kashmir
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R Language
R Language
Statistical Computing
χ² σ² Σ p<0.05 π β₁ μ±σ
Why imiqbalstat

Research-grade tools.
Zero configuration.

Built specifically for agricultural, ecological, and social science researchers who need power without complexity.

🧠
Specialized Statistical & ML Tools

From ANOVA to neural networks — every tool purpose-built for your domain, not generic ML libraries.

☁️
Cloud-Powered, No Setup

All tools run on our infrastructure. No R installation, no package conflicts, no configuration — just upload and analyze.

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Publication-Ready Output

APA-formatted tables, significance groupings, and high-resolution charts. Results your reviewers expect, generated automatically.

Real-Time Analysis

Interactive Shiny apps with live parameter tuning. Change inputs, see results update instantly — no re-running scripts.

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Secure & Private

Your data stays private. Each session is isolated, proxy-protected, and requires authentication. No data sharing between users.

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Email Support

Pro subscribers get dedicated email support. Questions about statistical methods, interpretation, or tool usage — we're here.

α H₀:μ₁=μ₂ β χ² σ=√Σ(x-μ)²/n π Σ p<0.01
Research Tools

Everything your study needs,
in one platform.

Built exclusively for agricultural research — from automated ML pipelines to advanced data analytics.

ML
SmartML
Shiny app for regression tasks using ML — model training, evaluation, hyperparameter tuning, and feature selection.
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Forestry
ImForestSuite
Integrated forestry analytics — mensuration, tree modeling, volume prediction, and carbon estimation.
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Genetics
Mating Design
Statistical tool for mating design analysis in plant breeding — diallel, Hayman, NC, and Line × Tester methods.
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Regression
CorrReg Explorer
Interactive correlation and regression analysis — built for researchers, students, and data analysts.
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ML
ImMLPro
Advanced ML app for predicting continuous target variables using multiple state-of-the-art algorithms.
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DeepLearning
NeuroPredictor Pro
AI-powered neural network tool for highly accurate continuous target variable prediction.
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ML
ImUnifiedML
Comprehensive ML platform handling both classification and regression in a unified framework.
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Statistics
QuickStat
Interactive statistical analyses with modern visualizations — t-tests, ANOVA, correlations, and chi-square.
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Design
ExpDesignPro
Agricultural experimental design and analysis — CRD, RCBD, factorial, split-plot, lattice, and augmented models.
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Classification
ImSmartClassifier
Advanced interactive ML classification platform with beautiful visualizations and comprehensive model comparison.
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Logistic
Logistic Regression
Binary and multinomial logistic regression with validation and performance tools for forestry and agriculture.
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Forestry
IMCSP
Unified ML platform for forest carbon stock modelling — integrates advanced ML techniques with dendrometric and environmental variables for accurate carbon stock estimation.
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Neural
neurolab
Interactive Shiny app for building and tuning neural networks without coding — supports classification and regression with flexible architecture and hyperparameter optimization.
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Visualization
ggplot
Statistical visualizations with ggplot2 — beautiful hypothesis-tested plots combining stats and graphics in one step.
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Platform Metrics
Numbers that speak for themselves.
4,793
Website Visitors
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Statistical Analyses Completed
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Specialized Research Tools
99.9%
Platform Uptime SLA
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What Researchers Say

Trusted by scientists &
analysts.

★★★★★

imiqbalstat saved me weeks of work. I ran my entire diallel mating design analysis in under 10 minutes — something that used to take days in Excel.

RA
Dr. Muneeb
Scientist
★★★★★

The ML tools are exceptional. SmartML gave me R² of 0.96 on my crop yield dataset. The interface is clean and the results are publication-ready.

SF
Nikita Gupta
Research Scholar
★★★★★

As a statistics student, ExpDesignPro made RCBD analysis approachable. The automated interpretation and significance grouping are incredibly helpful.

BM
Hilal Mushtaq
M.Sc. Student · Statistics
★★★★★

I used ImUnifiedML for machine learning-based classification and regression modeling. Its integrated framework made model building, evaluation, and prediction efficient and user-friendly.

NB
Dr. Nusrat Bhat
Educational Researcher
★★★★★

No installation, no R configuration headaches — just upload your data and get results. imiqbalstat is exactly what field researchers in J&K needed.

IM
Asif Ali
Scientist
★★★★★

The ImForestSuite carbon estimation module is outstanding. It handles both traditional mensuration and ML-based prediction in one place. Worth every rupee.

TW
Aamir Farooq
Scientist
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Full access for active researchers. 10 runs per month across all tools.
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