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Multivariate regressietechnieken vormen het onderwerp van deel 4 in de reeks "Stap In Statistiek en Onderzoek". Hoewel de regressie-analyse zonder twijfel een van de meest gebruikte methoden is binnen de sociale wetenschappen, wordt ze vaak blindelings en daardoor ook foutief toegepast. In dit deel worden de verschillende stappen behandeld die een onderzoeker volgt in het uitvoeren van een regressieanalyse. Hierbij wordt rekening gehouden met alle voorwaarden waaraan zo'n analyse moet voldoen. Niet alleen krijgt de lezer een overzicht van de werkwijze van multiple regressie in SPSS en SAS, ook assumpties zoals lineariteit en homoscedasticiteit worden behandeld. We starten het deel met een korte theoretische inleiding over de regressievergelijking en schattingsmethode om de lezer op weg te helpen bij het begrijpen van de output. Aan de hand van uitgewerkte voorbeelden met de ESS-data, worden daarna diverse regressiemodellen uitgelegd. We gaan dieper in op modellen met meerdere onafhankelijken, categoriale onafhankelijken, interactie-effecten. Na het testen van assumpties, leggen we uit welke alternatieve regressietechnieken een oplossing kunnen bieden voor schendingen
Quantitative methods in social research --- regressieanalyse --- Mathematical statistics --- statistiek --- #KVHB:Statistiek --- 303.7 --- 519.22 --- AA / International- internationaal --- 303.5 --- academisch rapporteren --- dataverwerking --- maatschappijwetenschappen, methoden --- regressie-analyse --- softwarepakketten --- wiskundige statistiek --- #SBIB:303H520 --- 519.22 Statistical theory. Statistical models. Mathematical statistics in general --- Statistical theory. Statistical models. Mathematical statistics in general --- 303.7 Analysetechnieken. Statistische analyse --(sociaal onderzoek) --- Analysetechnieken. Statistische analyse --(sociaal onderzoek) --- Theorie van correlatie en regressie. (OLS, adjusted LS, weighted LS, restricted LS, GLS, SLS, LIML, FIML, maximum likelihood). Parametric and non-parametric methods and theory (wiskundige statistiek) --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Regression analysis --- Handbooks, manuals, etc. --- Statistiek --- Sociale wetenschappen --- Wetenschappelijk onderzoek --- Statistieken --- Onderzoek --- SPSS --- Statistiek (theorie) --- Sociale wetenschap --- Statistische gegevens --- Natuurwetenschappen --- Ontwikkeling --- Leerlijn --- Onderzoek (wetenschap)
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Business Modeling and Data Mining demonstrates how real world business problems can be formulated so that data mining can answer them. The concepts and techniques presented in this book are the essential building blocks in understanding what models are and how they can be used practically to reveal hidden assumptions and needs, determine problems, discover data, determine costs, and explore the whole domain of the problem. This book articulately explains how to understand both the strategic and tactical aspects of any business problem, identify where the key leverage points are and det
Business --Data processing --Management. Data mining. Database management. Information resources management. Management information systems. --- Database management. --- Information resources management. --- Computer Science --- Marketing & Sales --- Engineering & Applied Sciences --- Commerce --- Business & Economics --- Management Information System --- bedrijfseconomie --- dataverwerking --- econometrie --- wiskundige statistiek --- Business --- Data mining. --- Management information systems. --- Data processing --- Management. --- Information Technology --- General and Others --- Computer-based information systems --- EIS (Information systems) --- Executive information systems --- MIS (Information systems) --- Corporations --- Information resource management --- Information systems management --- IRM (Information resources management) --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Algorithmic knowledge discovery --- Factual data analysis --- KDD (Information retrieval) --- Knowledge discovery in data --- Knowledge discovery in databases --- Mining, Data --- Information resources management --- Sociotechnical systems --- Management --- Management information systems --- Electronic data processing --- Database searching --- Communication systems --- Database management --- Data mining --- Trade --- Economics --- Industrial management --- Data processing&delete& --- E-books
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Written in his vivid and entertaining style, Andy Field provides students with everything they need to understand, use and report statistics-at every level-in the Third Edition of Discovering Statistics Using SPSS. Retaining the strong pedagogy from previous editions, he makes statistics meaningful by including playful examples from everyday student life (among other places), creating a gateway into the often intimidating world of statistics. In the process, he presents an opportunity for students to ground their knowledge of statistics through the use of SPSS.
Social sciences --- Statistical methods --- Computer programs. --- Computer programs --- Methoden en technieken --- statistiek. --- Social Sciences --- Software. --- Statistics as Topic. --- Statistical methods. --- Methods. --- SPSS for Windows. --- SPSS. --- SPSS (computerprogramma). --- Statistiek. --- Programming --- SPSS (statistical package for the social sciences) --- sociaal-wetenschappelijk onderzoek --- Mathematical statistics --- statistiek --- Sciences sociales --- Méthodes statistiques --- Logiciels --- SPSS for Windows (computer file) --- computerprogramma's --- dataverwerking --- regressie-analyse --- wiskundige statistiek --- 300.6 --- 517.2 --- SPSS --- #SBIB:303H4 --- #SBIB:303H510 --- #SBIB:303H520 --- #KVHA:SPSS --- #KVHA:Statistiek --- #KVHB:Kantoor TP --- #KVHB:SPSS --- #KVHB:Statistiek --- 681.3* / / / / / / / / / / / / / / / / / / / / / / / / / / / / --- Behavioral sciences --- Human sciences --- Sciences, Social --- Social science --- Social studies --- Civilization --- Statistical methods&delete& --- Sociaal-wetenschappelijk onderzoek --- Informatica in de sociale wetenschappen --- Methoden sociale wetenschappen: statistische technieken, algemeen --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Computer science --- Statistical product and service solutions --- Statistical package for the social sciences --- 519.2 --- 681.3*G3 --- 681.3*G3 Probability and statistics: probabilistic algorithms (including Monte Carlo);random number generation; statistical computing; statistical software (Mathematics of computing) --- Probability and statistics: probabilistic algorithms (including Monte Carlo);random number generation; statistical computing; statistical software (Mathematics of computing) --- 519.2 Probability. Mathematical statistics --- Probability. Mathematical statistics --- Analyse des données --- Social sciences - Statistical methods - Computer programs --- Social sciences - Statistical methods - Computer programs.
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