Quality Controlbasic statistics
- Distributions
• Hypergeometric, binomial, Poisson: 16`b.~probabilities • 16`b.~Gaussian with fraction defective
• 09`5.~"Discrete" Gaussian distribution
• Templates: 16`b.~Get from Excel (confidence interval of diff. of means); 16`b.~Covariance
• 03`4.Gaussian (sigmas); 17`4.with 'gate' • 03`9.Truncated Gaussian (with formulas) • 08`8.~Student's t • 08`1.~Chi-square • 21`8.~Chi-square vs. Gaussian • 15`6.Beta (§ 03`9.parameters, deprec.)
• Non-central (noncentral) t tables: 17`2.~probabilities, 17`2.~quantiles
• Uniforms: 09`6.~^sum*  (§ 08`1.sum); 03`b.product of 2
• 10`7.Test on μ • 03`b.§Goodness-of-fit
- Groups measured together
• 14`1.Estimate from sums (superseded; search 'bags' at Quality)
- Confidence intervals • 19`1.~Confidence intervals for μ and σ• 19`1.^~Monte Carlo verification
• "À propos": 19`1.^~Reproducing Student's t & Chi-square • 19`2.^~Equal size Gamma
- Monte Carlo simulation: see... (here, obsolete)
• 10`9.Internet or command line ?
- Descriptive statistics; sampling
• 10`7.~ § Errorbars • 13`4.^~Random integers without replacement • 15`9.^~Two-sample eq. var. test
• 14`a.^~Random samples with and without replacement (original, all here, at Técnico)
- Bibliography

• Thompson, Elizabeth A.: week 10.pdf, conditional distr.s and expectations (=), Univ. of Washington (Seattle, WA).

• Ross, Sheldon M., 1988 (1976), "A first course in probability", Macmillan, New York, NY (USA) (ISBN: 013895772X), Ch. 15, "Sums of a random number of random variables", p 83. G'b 2002 (6.th ed.).

• NIST/SEMATECH e-Handbook of Statistical Methods, 1.3.3.14.Histogram (Engineering statistics handbook).

• Virtual laboratories in Prob & Stat, Univ. Alabama in Huntsville.

• Gut, Allan, 2005 (2nd. corr. print. 2007), "Probability: a graduate course", Springer, New York, NY (USA) (ISBN: 978-0-387-22833-4), Ch. 15, "Sums of a random number of random variables", p 83. G'b.

• Blumenfeld, Dennis, 2001, "Operations Research calculations handbook", CRC Press, Boca Raton, FL (USA) (ISBN: 0-8493-2127-1).  G'b, p 10.

• Ross, Sheldon M., 2006, "Simulation", 4.th ed., Elsevier.

• Scott, David W., 1992, "Multivariate density estimation: theory, practice, and visualization", Wiley. (ISBN: 0-471-54770-0) (Histogram classes.)

• Annis, Charles, Sums of random variables, Statistical Engineering (beware).

• Romano, Joseph P., Andrew F. Siegel, 1986 (1986), "Counterexamples in probability and statistics", Wadsworth, Belmont, CA (USA) (ISBN: 0-534-05568-0). G'b 1986.

 
~: makes a graph ^: Monte Carlo◊: with password
§: under construction $: not working 
*: INESC  
Your IP:  18.119.116.43
 
 
Valid HTML 4.01! IST http://web.ist.utl.pt/~mcasquilho/compute/_basicstat/index.php
Created: 2008-10-10 — Last modified: 2021-08-03