Basic Statistics • Hypergeometric, binomial, Poisson probabilities • Distributions: Gaussian (sigmas); truncated; • ^sums, products • Student's t; chi-square; beta • ~Uniforms ^: sum, product of 2 • Test on μ; goodness of fit • Sampling without replacement • Confidence intervals

Quality tools (Q) • Control chart factors (d_2, 3 and others); simulation • X-bar, R charts • Tools: Pareto; variability measures • Histograms (& theory) • RSM • Acceptance sampling: inspection by attributes ('105') sample size; inspection by variables ('414') procedure, sample size, OC curve • Estimated lot percent nonconforming () • Non-central t distr. curves, moments, direct and inverse; non-c. vs. Student's t • Acceptability constant ('414') • Special topics 'Inverse Gaussian' (Wald) distr., sampling plan, Q index, distr. of reciprocal • Lognormal distr. • Gamma function • DOE • Gaussian to a power • Average of exponentials • Gamma distr., sampling plans • Q index • Bags Groups of items weighed together

Monte Carlo • Random number generation: uniform; binomial, Poisson; Gaussian, Expon., Beta. • Dice, Monty Hall, fishes on Venus • Transforms [inversion, acceptance-rejection ('AR')]: inversion, some notes; parabolic distr., light bulbs; circles; AR, triangular, parabolic (paradigm), cosine (with optim.); method comparison • ^Bag filling, truck with sacks

Linear Programming (& Algebra) • Matrix inversion • Dantzig's simplex method, canonical form, tabular form (tableaux); submatrix update; "more for less"; Lindo • Transportation Problem • Transshipment • Mixed Integer LP • Travelling salesman probl. • Enumeration • Assignment Problem

Network analysis • Dijkstra's shortest path

Dynamic Programming • $PERT/CPM (• $Shortest path)

Queueing • 08`3.Queue variables • 08`3.~Simulate • 99`5.Find s in an "M/M/s" system

Inventory theory • 08`3.~EOQ, economic order quantity • $Random demand EOQ with holding & shortage costs • EOQ with ~ Random demand with holding & shortage costs

Special topics: facility location (plant location) • Single-facility location (continuous), several distance measures.

Scientific computing • namely, on the Internet (HTML5, HTML 5); gnuplot (density of water, van der Waals, "big data", ellipse)

Modelling, fitting • Optimization • Regression (linear, non-linear) • SFE, supercritical fluid extraction • Polymer superabsorption, diffusion • Pneumatic transport • Tree growth • AngDist, distance "within an angle" • 10`5.~Equivalent diameter (Sauter) • Pyrolysis

ODE, chemical kinetics, properties (with F90 & upload paradigm) • Numerical integration (trapez., Simpson), Runge-Kutta • Graphing • Catenary • Proper values and vectors (eigenanalysis) • Tubular reactor (Fortran 90 sample), batch reactor, cooled reactor; consecutive reactions, oscillating reactions

Chemical Engineering Laboratory ("LEQ II") (page address changed) • Alexandra Pato

Python • Sevilla (CISTI) • Pyrolysis • (Crucial) Gaussian