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Student Grade Analysis
Group score comparison
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Medical Data Analysis
Treatment effectiveness comparison
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Educational Method Comparison
Performance by learning method
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Marketing A/B Test
Campaign effectiveness analysis
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Available Analysis Functions
Explore 150 professional statistical analysis functions provided by WIAsis!
📊 Basic Statistics (1-15)
Descriptive Statistics
Mean, SD, etc.
Correlation Analysis
Variable relationships
t-Test
Two group comparison
ANOVA
Multiple group comparison
Regression Analysis
Prediction model
Multiple Regression
Complex prediction
Logistic Regression
Probability prediction
Chi-square Test
Categorical data
Normality Test
Distribution check
Levene Test
Variance equality
Mann-Whitney U
Non-parametric test
Wilcoxon Test
Paired sample comparison
Kruskal-Wallis
Non-parametric ANOVA
Post-hoc Test
Detailed comparison
Sample Size Calculator
Required sample size
🔬 Advanced Statistics (16-35)
PCA
Dimension reduction
Factor Analysis
Hidden factor discovery
K-means Clustering
Grouping
Hierarchical Clustering
Tree-based grouping
Discriminant Analysis
Group classification
Survival Analysis
Time-to-event analysis
Time Series Analysis
Time patterns
Network Analysis
Network structure
Reliability Analysis
Measurement quality
McNemar Test
Paired proportion change
Fisher Exact Test
Small sample independence
Anderson-Darling Test
Powerful normality test
Bootstrap Resampling
Statistical confidence
YASIM Simulation
Advanced simulation
Permutation Test
Non-parametric hypothesis
Bayesian Analysis
Posterior probability
Meta-Analysis
Research synthesis
Correspondence Analysis
Category relationship
Multidimensional Scaling
Object relationship
Cochran Q Test
Repeated measures
💎 Professional Analysis (36-60)
Power Analysis
Research reliability
Confidence Interval
Uncertainty quantification
Standardized Scores
Score comparison
Effect Size Calculator
Practical significance
Outlier Detection
Anomaly identification
Data Transformation
Data preprocessing
Missing Data Analysis
Missing value handling
Multilevel Model
Hierarchical data
Structural Equation Model
Covariance structure
Time Series Forecasting
Future prediction
Text Mining
Text analysis
Conditional Logistic
Matched case-control
Poisson Regression
Count data analysis
Cox Regression
Survival regression
Nonlinear Regression
Curved relationships
MANOVA
Multivariate ANOVA
Vector Autoregression
Multivariate time series
Cointegration Analysis
Long-term relationships
GARCH Model
Volatility modeling
Panel Data Analysis
Longitudinal data
Event Study
Event impact analysis
Propensity Score Matching
Causal inference
Instrumental Variable
Endogeneity correction
Regression Discontinuity
Causal identification
Difference-in-Differences
Policy evaluation
🤖 Machine Learning & AI (61-85)
Synthetic Control
Counterfactual analysis
Random Forest
Ensemble learning
Support Vector Machine
Classification & regression
Neural Network
Pattern recognition
Deep Learning
Advanced neural networks
Ensemble Methods
Model combination
Cross-Validation
Model validation
Grid Search
Hyperparameter tuning
Bayesian Optimization
Smart parameter search
MCMC
Markov Chain Monte Carlo
Bayesian Network
Probabilistic graphical model
Hidden Markov Model
Sequential pattern modeling
Dynamic System Modeling
System dynamics
Chaos Theory Analysis
Nonlinear dynamics
Fractal Analysis
Self-similar patterns
Wavelet Analysis
Time-frequency analysis
Spectral Analysis
Frequency domain analysis
Signal Processing
Signal analysis
Image Statistics
Image data analysis
Reinforcement Learning
Learning through interaction
Q-Learning
Value-based RL
Policy Gradient
Policy-based RL
Actor-Critic
Hybrid RL approach
Recommendation System
Personalized suggestions
Collaborative Filtering
User-based recommendations
🌐 Specialized Areas (86-100)
Geostatistics
Spatial data analysis
Spatial Autocorrelation
Spatial dependency
Geographically Weighted Regression
Local spatial regression
Network Topology Analysis
Network structure
Graph Theory
Mathematical graph analysis
Complex Network
Complex system networks
Social Network Analysis
Social relationship analysis
Genetic Algorithm
Evolutionary optimization
Simulated Annealing
Metaheuristic optimization
Particle Swarm Optimization
Swarm intelligence
Ant Colony Optimization
Bio-inspired algorithm
Greedy Algorithm
Local optimization
Dynamic Programming
Optimal substructure
Divide and Conquer
Problem decomposition
Backtracking
Solution space exploration
🧠 Advanced Bayesian Analysis (101-105)
Advanced MCMC Sampling
Gibbs, Metropolis-Hastings
Bayesian Model Selection
Model Averaging
Hierarchical Bayesian Models
Multi-level inference
Bayesian Time Series
State-space models
Advanced Bayesian Networks
Complex causal modeling
🔥 Cutting-edge AI/ML (106-115)
Transformer Analysis
Attention mechanisms
Graph Neural Networks
Graph-structured data
Variational Autoencoders
Generative modeling
Generative Adversarial Networks
Synthetic data generation
Federated Learning
Privacy-preserving ML
Few-shot Learning
Learning from few examples
Transfer Learning
Knowledge transfer
Meta-Learning
Learning to learn
Continual Learning
Lifelong learning
Explainable AI
Model interpretation
🧬 Biomedical Statistics (116-123)
Genomic Data Analysis
Gene expression analysis
Proteomics Analysis
Protein expression
Clinical Trial Design
Trial optimization
Pharmacokinetic Modeling
Drug metabolism analysis
Biomarker Discovery
Disease indicators
Medical Image Analysis
Diagnostic imaging
Drug Discovery Statistics
Pharmaceutical development
Epidemiological Modeling
Disease spread analysis
💰 Financial Statistics (124-131)
Risk Management
VaR, CVaR analysis
Cryptocurrency Analysis
Blockchain data analysis
High-Frequency Trading
Millisecond analysis
Portfolio Optimization
Asset allocation
Credit Scoring
Risk assessment
Algorithmic Trading
Strategy backtesting
Market Microstructure
Order book analysis
Behavioral Finance
Investor psychology
💾 Big Data Analytics (132-139)
Streaming Analytics
Real-time processing
Real-time Anomaly Detection
Live outlier detection
Distributed Computing Stats
Hadoop, Spark analytics
Apache Spark Analytics
Large-scale processing
NoSQL Analytics
Non-relational data
Cloud Computing Stats
AWS/Azure/GCP analytics
Edge Computing Analytics
Distributed inference
IoT Data Analytics
Sensor data analysis
⚛️ Physics & Engineering (140-150)
Quantum Statistics
Quantum systems analysis
Materials Science Analytics
Material properties
Computational Fluid Dynamics
Flow simulation analysis
Finite Element Analysis
Structural analysis
Advanced Signal Processing
Complex signal analysis
Control Theory Statistics
System stability analysis
Reliability Engineering
Failure analysis
Statistical Quality Control
Process monitoring
Design of Experiments
Factorial designs
Tolerance Analysis
Manufacturing precision
Statistical Thermodynamics
Energy systems analysis
Upload a data file to activate all 150 analysis functions above!