| Statistics Toolbox |
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Index
- absolute deviation
- additive effects
- alternative hypothesis
- analysis of variance
- ANOVA
anova1 <1> <2> <3> <4>
anova2 <1> <2> <3> <4> <5>
anovan
aoctool <1> <2> <3>
- average linkage
- bacteria counts
barttest
- baseball odds <1> <2>
- Bernoulli random variables
- beta distribution <1> <2>
betacdf <1> <2>
betafit <1> <2>
betainv <1> <2>
betalike <1> <2>
betapdf <1> <2>
betarnd <1> <2>
betastat <1> <2>
binocdf <1> <2>
binofit <1> <2>
binoinv <1> <2>
- binomial distribution <1> <2>
binopdf <1> <2>
binornd <1> <2>
binostat <1> <2>
bootstrap
- bootstrap sampling
- bootstrp
bootstrp
- box plots
boxplot <1> <2>
- capability studies
capable <1> <2>
capaplot
caseread <1> <2>
casewrite <1> <2>
- cdf <1> <2>
cdf <1> <2>
cdfplot
census
- Central Limit Theorem
- centroid linkage
- Chatterjee and Hadi example
chi2cdf <1> <2>
chi2inv <1> <2>
chi2pdf <1> <2>
chi2rnd <1> <2>
chi2stat <1> <2>
- chi-square distribution <1> <2>
- circuit boards
cities
- City Block metric
- in cluster analysis
classify <1> <2>
cluster <1> <2>
- cluster analysis
- computing inconsistency coefficient <1> <2>
- creating clusters from data
- creating clusters from
linkage output <1> <2>
- creating the cluster tree <1> <2>
- determining proximity <1> <2>
- evaluating cluster formation <1> <2>
- formatting distance information <1> <2>
- overview
- plotting the cluster tree <1> <2>
clusterdata <1> <2>
- coin
combnk
- complete linkage
- confidence intervals
- hypothesis tests
- nonlinear regression
- control charts
- EWMA charts
- S charts
- Xbar charts
- conventions in our documentation (table)
cophenet <1> <2>
- using
- cophenetic correlation coefficient
- defined
cordexch <1> <2>
corrcoef
cov
- Cp index <1> <2>
- Cpk index <1> <2>
crosstab <1> <2>
- cumulative distribution function (cdf)
- data
daugment <1> <2>
dcovary <1> <2>
- demos <1> <2>
- design of experiments
- polynomial curve fitting
- probability distributions
- random number generation
dendrogram <1> <2> <3>
- using
- depth
- in cluster analysis
- descriptive statistics <1> <2>
- Design of Experiments
- D-optimal designs
- fractional factorial designs
- full factorial designs
- discrete uniform distribution <1> <2>
discrim
- dissimilarity matrix
- creating
- distributions <1> <2>
disttool <1> <2> <3>
- DOE. See Design of Experiments
- D-optimal designs
dummyvar <1> <2>
erf
- error function
errorbar <1> <2>
- estimate
- Euclidean distance
- in cluster analysis
- EWMA charts
ewmaplot <1> <2>
expcdf <1> <2>
expfit <1> <2>
expinv <1> <2>
- exponential distribution <1> <2>
exppdf <1> <2>
exprnd <1> <2>
expstat <1> <2>
- extrapolated
- F distribution <1> <2>
- F statistic
fcdf <1> <2>
ff2n <1> <2>
- file I/O
finv <1> <2>
- floppy disks
fpdf <1> <2>
fracfact
- fractional factorial designs
friedman <1> <2>
frnd <1> <2>
fstat <1> <2>
fsurfht <1> <2>
- full factorial designs
fullfact <1> <2>
- furthest neighbor linkage
gamcdf <1> <2>
gamfit <1> <2>
gaminv <1> <2>
gamlike <1> <2>
- gamma distribution <1> <2>
gampdf <1> <2>
gamrnd <1> <2>
gamstat <1> <2>
gas
- Gaussian
geocdf <1> <2>
geoinv <1> <2>
geomean <1> <2>
- geometric distribution <1> <2>
geopdf <1> <2>
geornd <1> <2>
geostat <1> <2>
gline <1> <2>
glmdemo <1> <2>
glmfit
gname <1> <2> <3>
gplotmatrix
- grouped scatter plot
grpstats <1> <2> <3> <4>
gscatter
- Guinness beer <1> <2>
hadamard
hald
harmmean <1> <2>
- hat matrix
hist
histfit <1> <2>
- histogram
hogg
- Hotelling's T squared
hougen
- Hougen-Watson model
hygecdf <1> <2>
hygeinv <1> <2>
hygepdf <1> <2>
hygernd <1> <2>
hygestat <1> <2>
- hypergeometric distribution <1> <2>
- hypotheses <1> <2>
- hypothesis tests
icdf
- incomplete beta function
- incomplete gamma function
- inconsistency coefficient
inconsistent <1> <2>
- using
- inspector
- interaction
- interpolated
- interquartile range (iqr)
- inverse cdf <1> <2>
iqr <1> <2>
jbtest
kruskalwallis <1> <2>
kstest
kstest2
kurtosis <1> <2>
lawdata
- least squares
leverage <1> <2>
- light bulbs, life of
- likelihood function
lillietest
- linear
- linear models
linkage <1> <2> <3>
- using
logncdf <1> <2>
logninv <1> <2>
- lognormal distribution <1> <2>
lognpdf <1> <2>
lognrnd <1> <2>
lognstat <1> <2>
- lottery
lsline <1> <2>
- LU factorizations
mad <1> <2>
mahal <1> <2>
- Mahalanobis distance
- in cluster analysis
manova1 <1> <2>
manovacluster <1> <2>
- mean <1> <2>
mean <1> <2>
- Mean Squares (MS)
- measures of central tendency
- measures of dispersion
median <1> <2>
mileage
- Minkowski metric
- in cluster analysis
mle <1> <2>
- models
- linear
- nonlinear
moment <1> <2>
- Monte Carlo simulation
moore
multcompare
- multiple linear regression
- multivariate statistics
mvnrnd <1> <2> <3> <4> <5>
mvtrnd
nanmax <1> <2>
nanmean <1> <2>
nanmedian <1> <2>
nanmin <1> <2>
- NaNs
nanstd <1> <2>
nansum <1> <2>
nbincdf <1> <2>
nbininv <1> <2>
nbinpdf <1> <2>
nbinrnd <1> <2>
nbinstat <1> <2>
ncfcdf <1> <2>
ncfinv <1> <2>
ncfpdf <1> <2>
ncfrnd <1> <2>
ncfstat <1> <2>
nctcdf <1> <2>
nctinv <1> <2>
nctpdf <1> <2>
nctrnd <1> <2>
nctstat <1> <2>
ncx2cdf <1> <2>
ncx2inv <1> <2>
ncx2pdf <1> <2>
ncx2rnd <1> <2>
ncx2stat <1> <2>
- nearest neighbor linkage
- negative binomial distribution <1> <2>
- Newton's method
nlinfit <1> <2>
nlintool <1> <2> <3>
nlparci <1> <2>
nlpredci <1> <2>
- noncentral chi-square distribution
- noncentral F distribution <1> <2>
- noncentral t distribution <1> <2>
- nonlinear
- nonlinear regression models
- normal distribution <1> <2>
- normal probability plots <1> <2>
- normalizing a dataset
- using
zscore
normcdf <1> <2>
normdemo <1> <2>
normfit <1> <2>
norminv <1> <2>
normlike
normpdf <1> <2>
normplot <1> <2>
normrnd <1> <2>
normstat <1> <2>
- notches
- null
- null hypothesis
- one-way analysis of variance (ANOVA)
- outliers
pareto <1> <2>
parts
- Pascal, Blaise
- PCA. See Principal Components Analysis
pcacov <1> <2>
pcares <1> <2>
- pdf
pdf
pdist <1> <2>
- using
- percentiles
perms
- plots <1> <2>
poisscdf <1> <2>
poissfit <1> <2>
poissinv <1> <2>
- Poisson distribution <1> <2>
poisspdf <1> <2>
poissrnd <1> <2>
poisstat <1> <2>
polyconf <1> <2>
polydata
polyfit <1> <2>
- polynomial
polytool <1> <2> <3> <4>
polyval <1> <2>
- popcorn <1> <2>
popcorn
prctile <1> <2>
- Principal Components Analysis
- component scores
- component variances
- Hotelling's T squared
- Scree plot
princomp <1> <2>
- probability
- probability density function (pdf)
- probability distributions
- p-value <1> <2>
qqplot <1> <2>
- QR decomposition
- quality assurance
- quantile-quantile plots <1> <2>
random
- random number generator
- random numbers
randtool <1> <2> <3> <4>
range <1> <2>
ranksum <1> <2> <3>
raylcdf <1> <2>
- Rayleigh distribution
raylinv <1> <2>
raylpdf <1> <2>
raylrnd <1> <2>
raylstat <1> <2>
rcoplot <1> <2> <3>
reaction
refcurve <1> <2>
- reference lines
- references
refline <1> <2>
regress <1> <2>
- regression
- nonlinear
- stepwise
regstats <1> <2>
- relative efficiency
- residuals
- Response Surface Methodology (RSM)
ridge <1> <2>
- robust
- robust linear fit
robustdemo <1> <2>
robustfit
rowexch <1> <2>
- rsmdemo
rsmdemo <1> <2> <3> <4> <5>
- R-square
rstool <1> <2> <3> <4>
- S charts
sat
schart <1> <2>
- Scree plot
- segmentation analysis
- significance level
signrank <1> <2> <3>
signtest <1> <2> <3>
- similarity matrix
- creating
- simulation
- single linkage
- skewness
skewness <1> <2>
- SPC. See Statistical Process Control
squareform <1> <2>
- standard normal
- Standardized Euclidean distance
- in cluster analysis
- statistical plots
- Statistical Process Control
- capability studies
- control charts
- statistical references
- statistically significant <1> <2> <3>
std
stepwise <1> <2> <3>
- stepwise regression
- Sum of Squares (SS)
surfht <1> <2>
- symmetric
- t distribution <1> <2>
tabulate <1> <2>
- taxonomy analysis
tblread <1> <2>
tblwrite <1> <2>
tcdf <1> <2>
tdfread
tinv <1> <2>
tpdf <1> <2>
trimmean <1> <2>
trnd <1> <2>
tstat <1> <2>
ttest <1> <2>
ttest2 <1> <2>
- two-way ANOVA
- unbiased <1> <2>
unidcdf <1> <2>
unidinv <1> <2>
unidpdf <1> <2>
unidrnd <1> <2>
unidstat <1> <2>
unifcdf <1> <2>
unifinv <1> <2>
unifit <1> <2>
- uniform distribution <1> <2>
unifpdf <1> <2>
unifrnd <1> <2>
unifstat <1> <2>
var <1> <2>
- variance <1> <2>
- ward linkage
weibcdf <1> <2>
weibfit <1> <2>
weibinv <1> <2>
weiblike
weibpdf <1> <2>
weibplot <1> <2>
weibrnd <1> <2>
weibstat <1> <2>
- Weibull distribution <1> <2>
- Weibull probability plots
- Weibull, Waloddi
- whiskers <1> <2>
x2fx <1> <2>
- Xbar charts
xbarplot <1> <2>
zscore
ztest <1> <2>
| ztest | |