000 02379nam a22002657a 4500
003 CO-BoICC
005 20180817122853.0
007 ta
008 170118s2015 us ||||f |||| 001 0 eng d
020 _a9789027212252
040 _aCO-BoICC
_bspa
041 0 _aeng
082 0 4 _a410.285
_bL666h
_221
100 1 _aLevshina, Natalia
245 1 0 _aHow to do Linguistics with R :
_bdata exploration and statistical analysis /
_cNatalia Levshina
260 _aAmsterdam ;
_aFiladelfia :
_bJohn Benjamins Publishing Company,
_c2015
300 _ax, 443 p. ;
_c24 cm.
505 0 _aWhat is statistics? Main statistical notions and principles. -- Introduction to R. -- Descriptive statistics for quiatitative variables. -- How to explore qualitative variables: Proportions and their visualizations. -- Compraring two groups: t-test and Wilcoxon and Mann-Whitney test for independent and dependent samples. -- Raltionships between two quantitative variables: Correlation analysis with elements of linear regression modelling. -- More on frequencies and reaction times: Linear regression. -- Finding differences between several groups: Sign language, lingusitic relativity and ANOVA. -- Measuring associations between two categorical variables: Conceptual metaphors and tets of independence. -- Association measures: Collocations and collostructions. -- Geographic variation of quite: Distinctive collexeme analysis. -- Probabilistic multifactorial grammar and lexicology: Binomial logistic regression. -- Multinominal (polytomous) logistic regression models of three and more near synonyms. -- Conditional interference trees and random forests. -- Behavioural profiles, distance metrics and cluster analysis. -- Introduction to Semantic Vector Spaces: Cosine as a measure of semantic similarity. -- Language and space: Dialects, maps and Multidimensional Scaling. -- Multimensional analysis of register variation: Principal Componenets Analysis of register variation: Principal Components Analysis and Factor Analysis. -- Exeplars, categories, prototypes: Simple and multiple correspondence analysis. -- Constructional change and motion charts.
591 _anewadq13
650 1 4 _aLingüística computacional
_xMetodología
650 1 7 _aDatos estadísticos
_2LEMB
650 1 4 _aLingüística
_xSoftware
942 _cBK
999 _c110008
_d110008