Cengkorongan statistika

Ing ngisor iki cengkorongan man’eka topik ngenani statistika: Statistika magepokan karo pangumpulan, analisis, interpretasi lan presentasi data. Èlmu iki gegandhèngan karo akèh èlmu liya wiwit saka fisik, sosial lan kamanungsan.

Sajarah statistika

• Sajarah statistika
• Bapak statistika
• Sajarah probabilitas
• Probabilitas dhèrèt wektu lan statistika

Describing data

• Statistika dhèskriptif
• Average
  • Mean
  • Median
  • Mode
• Measures of scale
  • Variance
  • Standard deviation
  • Median absolute deviation
• Correlation
• Outlier
• Statistical graphics
  • Histogram
  • Frequency distribution
  • Quantile
  • Survival function
  • Failure rate

Èksperimèn lan survé

• Design of experiments
  • Optimal design
  • factorial experiment
  • Restricted randomization
  • Repeated measures design
  • Randomized block design
• Statistical survey
• Opinion poll

Sampling

• Sampling distribution
• sampling
  • Stratified sampling
  • Quota sampling
• Biased sample
  • Spectrum bias
  • Survivorship bias

Analisis data

• Analisis régrèsi
  • Outline of regression analysis
  • Analysis of variance (ANOVA)
  • General linear model
  • Generalized linear model
• Density estimation
  • Kernel density estimation
  • Multivariate kernel density estimation
• Dhèrèt wektu
  • Analisis dhèrèt wektu
  • Box–Jenkins
  • Frequency domain
  • Time domain
• Multivariate analysis
  • Principal component analysis (PCA)
  • Factor analysis
  • Cluster analysis
• Robust statistika

Filter data

• Recursive Bayesian estimation
  • Kalman filter
  • Particle filter
• Moving average

Statistika inferènsial

• Statistika inferènsial
• Statistika matematika
  • Likelihood function
  • Exponential family
• Bayesian inference
  • Bayes' theorem
  • Bayes estimator
  • Prior distribution
  • Posterior distribution
  • Conjugate prior
• Frequentist inference
  • Statistical hypothesis testing
    • Null hypothesis
    • Alternative hypothesis
    • P-value
    • Significance level
    • Statistical power
  • Likelihood-ratio test
  • Confidence interval
• Decision theory
  • Optimal decision
  • Type I and type II errors
• Estimation theory
  • Estimator
  • Bayes estimator
  • Maximum likelihood
  • Trimmed estimator
  • M-estimator
• Non-parametric statistika
  • Nonparametric regression
  • Kernels

Dhistribusi probabilitas

• Dhistribusi probabilitas
• Conditional probability distribution
• Probability density function
• Cumulative distribution function
• Characteristic function

Random variable

• Random variable
• Central moment
• L-moment
• Algebra of random variables

Téori probabilitas theory

• Probabilitas
• Conditional probability
• Law of large numbers
• Central limit theorem

Statistika computasi

Computational statistika –

• Markov chain Monte Carlo

Piranti alus

• Free statistical software
• Dhaptar piranti alus statistika

Organisasi

• List of academic statistical associations

Publikasi statistika

• List of statistika journals
• List of important publications in statistika
• List of scientific journals in statistika

Persons influential in the field of statistika

• List of statisticians

Uga delengen

• Métodhe Monte Carlo
• Simulasi