✦  Trusted by researchers; Cloud-powered tools  ·  Try a tool for ₹99  ·  ✦  Trusted by researchers  ·  Cloud-powered tools  ·  Try a tool for ₹99  · 
uptime: 99.9% tools: all online analyses: 2,400+ R Powered by R visitors: 12,986 uptime: 99.9% tools: all online analyses: 2,400+ R Powered by R visitors: 12,986
Σ ŷ=β₀+β₁x μ π² ∫ σ² χ² R² 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
iris clusters · n=150
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 R²
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.

📈
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.

🔒
Secure & Private

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

📧
Email Support

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

Neural Network · Iris Classification

Train, tune, and read the model in one place.

Four inputs, four hidden units, three outputs. Watch weights settle as the network converges — then export the plot straight into your manuscript.

1.184
Error
9,405
Steps
4·4·3
Architecture
● setosa ● versicolor ● virginica
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.

Design
ImAgriStat
Agricultural & plant-breeding statistics — 20+ experimental designs, G×E/AMMI/GGE analysis, automated mean separation, and publication-ready reports.
Launch tool →
ML
ImMLPro
Advanced ML app for predicting continuous target variables using multiple state-of-the-art algorithms.
Launch tool →
ML
ImUnifiedML
Comprehensive ML platform handling both classification and regression in a unified framework.
Launch tool →
Neural
neurolab
Interactive Shiny app for building and tuning neural networks without coding — supports classification and regression with flexible architecture and hyperparameter optimization.
Launch tool →
Forestry
ImForestSuite
Integrated forestry analytics — mensuration, tree modeling, volume prediction, and carbon estimation.
Launch tool →
Classification
ImSmartClassifier
Advanced interactive ML classification platform with beautiful visualizations and comprehensive model comparison.
Launch tool →
ML
SmartML
Shiny app for regression tasks using ML — model training, evaluation, hyperparameter tuning, and feature selection.
Launch tool →
Platform Metrics
Numbers that speak for themselves.
12,986
Website Visitors
0
Statistical Analyses Completed
All
Specialized Research Tools
99.9%
Platform Uptime SLA
Σ p<0.05 R² μ β₀+β₁x π² χ²=Σ(O-E)²/E ∫ σ²
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
π σ² Σ μ±σ H₁:μ≠μ₀ α=0.05 β
Simple Pricing

Try it, then scale when ready.

Start with a one-time ₹99 trial run. Upgrade to Pro for unlimited access.

Trial
₹99 / one-time
Try any 1 tool session for a one-time ₹99 payment.
  • ✓ 1 tool session
  • ✓ All tools accessible
  • ✓ Full analysis output
  • ✓ Download results
Start Trial — ₹99
✦ Most Popular
Pro
₹500 / month
Full access for active researchers. 10 runs per month across all tools.
  • ✓ 10 tool sessions / month
  • ✓ All tools unlocked
  • ✓ Priority cloud compute
  • ✓ Export & download results
  • ✓ Email support
Subscribe — ₹500/month

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