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Training
taalCursus
Statistics II (SSC3018)
UNI-3-Statistics-II-SSC3018
Krijg je dat ene vak of onderwerp maar niet onder de knie? Ben je op zoek naar een gestructureerde manier om veel te leren? Met onze trainingen duik je zeer intensief in de stof.
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Jij leert de taal zoals jij die nodig hebt!
Tarieven
Individueel
€31,00 per uur.
Groepslessen
€15,50 per uur.
Early-bird korting
Beschikbaar tot 15 april 2023.
Op een gestructureerde manier de stof leren.
Meer zelfvertrouwen, mind stress.
Gefocust en gemotiveerd leren
Op een gestructureerde manier een vreemde taal leren.
Meer zelfvertrouwen in je taalgebruik.
Gefocust en gemotiveerd leren.
Algemene informatie
Niveau
University College Maastricht
Inhoud
All exam material
Werkwijze
Locatie
In consultation between student-tutor and participant(s).
Planning
In consultation between student-tutor and participant(s).
Duur
Differs per session, check the program for this.
Over de student-docent
[titel(Review hypothesis testing)beschrijving(We will discuss the following concepts and questions: How do we test hypotheses?; Null and alternative hypothesis; Estimate; Critical values; p-value; Alpha level; Confidence interval; Margin of Error; Type I and Type II errors; Power & effect sizes. What basic statistics test can be conducted? One proportion z-test; Two proportions z-tests; One sample t-test for the mean; Two samples t-test - compare means; Paired samples t-test. Discussion and explanation.)duur(90 minuten)]
[titel(Chi square for categorical data)beschrijving(We will discuss the following concepts and questions: How to investigate categorical variables?; Contingency tables; Goodness of fit test; Chi square test of homogeneity; Chi square test for independence. Explanation and exercises.)duur(90 minuten)]
[titel(ANOVA [analysis of variance])beschrijving(We will discuss the following concepts and questions: How can we analyze the difference and the variation of means between groups?; One way ANOVA; Null and alternative hypotheses; Assumptions; ANOVA table; ANOVA model; Residuals; F model; Mean sum of squares; F-statistics; F-test; Bonferroni correction. Explanation and exercises.)duur(120 minuten)]
[titel(Multivariate ANOVA)beschrijving(We will discuss the following concepts and questions: How can we compare the variance when we have more categorical variables?; Null and alternative hypothesis; Assumptions; ANOVA model; Interaction term. Explanation and exercises.)duur(90 minuten)]
[titel(Linear Regression)beschrijving(We will discuss the following concepts and questions: How can we understand the relationship between two numerical variables?; Scatterplots; Correlation & correlation coefficient; Regression equation; Residuals; R-squared and model fit; Outliers, leverage & influence; Re-expressing data [log]; Regression analysis; Assumptions; Regression slope t-test; Interpretation of 95%CI, slope, intercept; Logistic regression. Explanation and exercises.)duur(120 minuten)]
[titel(Multiple regression)beschrijving(We will discuss the following concepts and questions: How can we understand the relationship between more than two numerical variables?; Multiple regression model; Assumptions; ANOVA table for model fit; Multiple regression inference; Adjusted R square. Explanation and exercises.)duur(90 minuten)]
[titel(Multiple regression wisdom)beschrijving(We will discuss the following concepts and questions: What else can we do to understand the relationship between two numerical variables?; Multiple regression with dummy variables; Interaction terms; Influential cases; Leverage; Residuals; Cook’s distance; Parsimonious models; Stepwise regression; Collinearity. Explanation and exercises.)duur(120 minuten)]
[titel(Exam)beschrijving(Exam simulation: 90 minutes exam, 90 minutes correction.)duur(180 minuten)]
[titel(SPSS)beschrijving(Answering questions about SPSS exercises. Discussion and exercises.)duur(120 minuten)]
Basis programma
00
Title
23 juli 2023
Onderwerp
Hier komt een korte beschrijving.
45 minuten
[titel(Review hypothesis testing & Chi square for categorical data)beschrijving(We will discuss the following concepts and questions: How do we test hypotheses?; Null and alternative hypothesis; p-value; Alpha level; Confidence interval; Type I and Type II errors; Power & effect sizes. How to investigate categorical variables?; Goodness of fit test; Chi square test of homogeneity; Chi square test for independence. Discussion, explanation, and exercises.)duur(60 minuten)]
[titel(ANOVA & Multivariate ANOVA)beschrijving(We will discuss the following concepts and questions: How can we analyze the difference and the variation of means between groups?; One-way ANOVA; ANOVA table; ANOVA model; F model; F-statistics; F-test. How can we compare the variance when we have more categorical variables?; Assumptions; ANOVA model; Interaction term. Explanation and exercises.)duur(60 minuten)]
[titel(Linear Regression)beschrijving(We will discuss the following concepts and questions: How can we understand the relationship between two numerical variables?; Correlation & correlation coefficient; Regression equation; R-squared and model fit; Outliers, leverage & influence; Regression analysis. Explanation and exercises.)duur(60 minuten)]
[titel(Multiple regression)beschrijving(We will discuss the following concepts and questions: How can we understand the relationship between more than two numerical variables?; Multiple regression model; Multiple regression inference; Adjusted R square; Multiple regression with dummy variables; Interaction terms; Influential cases; Parsimonious models; Stepwise regression; Collinearity. Explanation and exercises.)duur(60 minuten)]