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Statistical sampling technique
Latin hypercube sampling (LHS) is a statistical method for generating a near-random sample of parameter values from a multidimensional distribution. The
Latin_hypercube_sampling
Selection of data points in statistics
Horvitz–Thompson estimator Latin hypercube sampling Official statistics Ratio estimator Replication (statistics) Random-sampling mechanism Resampling (statistics)
Sampling_(statistics)
Topics referred to by the same term
School, Lynwood, California Langley High School (disambiguation) Latin hypercube sampling, in statistics Left hand side, side of an equation Luyten Half-Second
LHS
Type of mathematical array
the minimum number of experiments. Combinatorial design Latin hypercube sampling Graeco-Latin squares Hedayat, Sloane & Stufken 1999, Table 1.3 Stinson
Orthogonal_array
Experiment used to study computer simulation
distance based criteria [5]. Popular strategies for design include latin hypercube sampling and low discrepancy sequences. Unlike physical experiments, it
Computer_experiment
Study of uncertainty in the output of a mathematical model or system
the Sobol sequence – due to mathematician Ilya M. Sobol or Latin hypercube sampling, although random designs can also be used, at the loss of some efficiency
Sensitivity_analysis
American mathematician
was one of the developers of the statistical technique known as Latin hypercube sampling. In 1991 Iman was awarded the American Statistical Association's
Ronald_L._Iman
Simulation software developed by Ventana Systems
provide a variety of ways to test and sample models, including Monte Carlo simulation with Latin Hypercube sampling. Vensim model files can be packaged
Vensim
Square array with symbols that each occur once per row and column
each ordered pair of symbols appears exactly once. A Latin hypercube is a generalization of a Latin square from two dimensions to multiple dimensions. Block
Latin_square
time series, advanced sampling capabilities (including latin hypercube sampling, nested Monte Carlo analysis, and importance sampling), and support for distributed
GoldSim
Experimental design in statistics
efficiency include fractional factorial designs, Latin hypercube sampling, and quasi-random sampling techniques. In his book, Improving Almost Anything:
Factorial_experiment
Design of experiments to collect similar contexts together
RCBD. Latin squares (and other row–column designs) have two blocking factors that are believed to have no interaction. Latin hypercube sampling Graeco-Latin
Blocking_(statistics)
Engineering consultancy
using Monte Carlo Sampling or Latin hypercube sampling and reliability studies using Monte Carlo Sampling, Latin hypercube sampling, or FORM. Robustness
Red_Cedar_Technology
Book published in 2007
This chapter introduces to several designs including Latin hypercube sampling and Quasi random sampling with Low-discrepancy Sequences, Sobol sequence specifically
Global Sensitivity Analysis. The Primer
Global_Sensitivity_Analysis._The_Primer
Simulation and risk assessment software
of probability density functions, together with Monte Carlo and Latin hypercube sampling and parameter correlation settings, Ecolego holds all the required
Ecolego
Latent growth modeling Latent semantic analysis Latin rectangle Latin square Latin hypercube sampling Law (stochastic processes) Law of averages Law of
List_of_statistics_articles
Form of global sensitivity analysis
the Latin hypercube design. To calculate the indices using the (quasi) Monte Carlo method, the following steps are used: Generate an N×2d sample matrix
Variance-based sensitivity analysis
Variance-based_sensitivity_analysis
Mathematical problem
In combinatorics, two Latin squares of the same size (order) are said to be orthogonal if when superimposed the ordered paired entries in the positions
Mutually orthogonal Latin squares
Mutually_orthogonal_Latin_squares
Statistical theorem in the analysis of variance
}{\sigma }}\right)^{2}} (here X ¯ {\displaystyle {\overline {X}}} is the sample mean). To see this identity, multiply throughout by σ 2 {\displaystyle \sigma
Cochran's_theorem
Tool to determine the inspection intervals
Fracture mechanics Nondestructive testing Monte Carlo method Latin hypercube sampling Jr, Alberto W. S. Mello, and Daniel Ferreira V. Mattos. "Reliability
Cascade chart (NDI interval reliability)
Cascade_chart_(NDI_interval_reliability)
American economist
Publisher: Dordrecht, The Netherlands, 2005. Use of a Modified Latin Hypercube Sampling (MLHS) Method in the Estimation of a Mixed Logit Model for Vehicle
Kenneth_E._Train
Multi-dimensional generalization of triangle
labeled as βn, and the hypercubes, labeled as γn. A fourth family, the tessellation of n-dimensional space by infinitely many hypercubes, he labeled as δn
Simplex
Statistical approach
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Response_surface_methodology
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Fisher's_inequality
Experimental setup in behavioral sciences
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Paradigm_(experimental)
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Generalized randomized block design
Generalized_randomized_block_design
Type of mathematical sequence
samples) in the case of an equidistributed sequence. Specific definitions of discrepancy differ regarding the choice of B (hyperspheres, hypercubes,
Low-discrepancy_sequence
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
W._H._Clatworthy
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Bose–Mesner_algebra
Mathematical method of risk analysis
use sampling-based approaches to computing probability bounds, including Monte Carlo simulation, Latin hypercube methods or importance sampling. These
Probability_bounds_analysis
Collection of statistical models
variables. A dog show provides an example. A dog show is not a random sampling of the breed: it is typically limited to dogs that are adult, pure-bred
Analysis_of_variance
Prediction model used in Engineering
computer simulation. With Kriging and GEK, a common choice is to use a Latin Hypercube Design (LHS) design with a 'maximin' criterion. The LHS-design is available
Gradient-enhanced_kriging
Shortest network connecting points
{n}}\times {\sqrt {n}}} grid, attain this bound. For points in a unit hypercube in d {\displaystyle d} -dimensional space, the corresponding bound is
Euclidean minimum spanning tree
Euclidean_minimum_spanning_tree
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Robust_parameter_design
Statistical distribution for dependence between random variables
have been described. The Gaussian copula is a distribution over the unit hypercube [ 0 , 1 ] d {\displaystyle [0,1]^{d}} . It is constructed from a multivariate
Copula_(statistics)
Bias in causal inference
derives from the Medieval Latin verb "confundere", which meant "mixing", and was probably chosen to represent the confusion (from Latin: con=with + fusus=mix
Confounding
Exponent of a power of two
at most 1/2 n log2 n edges, with equality when the partial cube is a hypercube graph. According to Ramsey's theorem, every n-vertex undirected graph
Binary_logarithm
American multinational technology company
produce parallel computers based on Intel microprocessors connected in hypercube internetwork topology. In 1992, the name was changed to the Intel Supercomputing
Intel
Experimental design framework
common approach is to use Markov chain Monte Carlo methods to generate samples from the posterior, which can then be used to approximate the expected
Bayesian_experimental_design
Theory in statistics
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Association_scheme
Design of tasks
in size, stratified sampling can be used. In that way, the units in each subpopulation are randomized, but not the whole sample. The results of an experiment
Design_of_experiments
Software for working with quantitative decision models
When evaluated, distributions are sampled using either Latin hypercube, Monte Carlo, or Sobol sampling, then the samples are propagated through the computations
Analytica_(software)
Infinitely detailed mathematical structure
the mathematician Benoît Mandelbrot in 1975. Mandelbrot based it on the Latin frāctus, meaning "broken" or "fractured", and used it to extend the concept
Fractal
the influence of two different factors on a measure for which different samples are available for the factors. As with the parametric analysis of variance
Scheirer–Ray–Hare_test
General linear model that blends ANOVA and regression
measures, and Latin squares, and their analysis in R (University of Southampton) One-Way Analysis of Covariance for Independent Samples What is analysis
Analysis_of_covariance
and onward, international songs are included mostly from North America, Latin America, Mexico, Brazil, China, and elsewhere. In almost all versions, BanYa
List_of_Pump_It_Up_songs
British statistician and geneticist (1919–2000)
Generalized randomized block design (GRBD) Latin square Graeco-Latin square Orthogonal array Latin hypercube Repeated measures design Crossover study Randomized
Oscar_Kempthorne
Diagram that shows all possible logical relations between a collection of sets
increasing numbers of sides. They are also two-dimensional representations of hypercubes. Henry John Stephen Smith devised similar n-set diagrams using sine curves
Venn_diagram
Experimental design that is optimal with respect to some statistical criterion
and avoids the construction 'optim(um) + al´—there is no 'optimalis' in Latin" (page x in Optimum Experimental Designs, with SAS, by Atkinson, Donev,
Optimal_experimental_design
French mathematician (1843–1913)
In 1900 Tarry confirmed Leonhard Euler's conjecture that no 6×6 Graeco-Latin square was possible (the 36 officers problem). Tarry, Gaston (1886). "Géométrie
Gaston_Tarry
Discipline within engineering design
variability of an output include: the Monte Carlo method (including Latin hypercubes); propagation of error; design of experiments (DOE) the method of moments
Probabilistic_design
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
Boy/Male
Hindu
Ascetic
Boy/Male
Hindu
A name of Lord Shiva, One who has matted hair
Surname or Lastname
Americanized spelling of Jewish Leykin (from Belarus), a metronymic from Leyke, a pet form of the Yiddish female personal name Leye, from the Hebrew female personal name Lea, from which English Leah is derived (see Genesis 29
Americanized spelling of Jewish Leykin (from Belarus), a metronymic from Leyke, a pet form of the Yiddish female personal name Leye, from the Hebrew female personal name Lea, from which English Leah is derived (see Genesis 29 : 16) + the Slavic possessive suffix -in.English : from a medieval personal name, a diminutive of Lawrence. Compare Law 1 and Larkin.
Boy/Male
Arabic Muslim
Intelligent.
Boy/Male
Indian
Kind, Elegant
Boy/Male
Muslim
Strong, Powerful, Solid, Of
Boy/Male
Latin
Of Laurentum. From the place of the laurel leaves. Can also be interpreted as the English...
Boy/Male
Indian
Strong, Powerful, Solid, Of
Boy/Male
Hindu
Fragrance, Lord Ganesh
Surname or Lastname
Irish (Connacht)
Irish (Connacht) : reduced Anglicized form of Gaelic Ó LáimhÃn, a reduced form of Ó FlaithimhÃn ‘descendant of FlaithimhÃn’, a personal name from a diminutive of flaith ‘prince’, ‘ruler’. This name is sometimes translated Hand, from the similarity of the reduced form to lámh ‘hand’.English : from the medieval female personal name Lavin(a) (from Latin Lavinia, of unknown origin)Spanish (LavÃn) : habitational name from Lavin, a place so named in the Santander province.Respelling of French Lavigne.
Boy/Male
Indian
Inward, Within, Secret
Girl/Female
British, English, Indian, Latin
Lavender; Lord Ganesha
Girl/Female
Latin
Sea gull.
Girl/Female
Muslim Arabic
Captivating. Alluring. Enchanting. Fascinating. Charming.
Boy/Male
Muslim
Inward, Within, Secret
Surname or Lastname
English
English : variant spelling of Latin. The name has also been established in Ireland (County Kildare) since the 14th century.
Boy/Male
Hindu
Real
Boy/Male
Arabic
Strong.
Surname or Lastname
English
English : metonymic occupational name for a Latinist, a clerk or keeper of Latin records, from Middle English Latyn, Latin. Compare Latimer.
Boy/Male
British, English
From the Warrior's Town
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING
LATIN HYPERCUBE-SAMPLING