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Ordinal logistic regression (week 3) duration 5 minutes 10 seconds Ordinal logistic regression (week 3) Ordinal logistic regression (week 3)	Ordinal logistic regression (week 3) advanced predictive models model odds age probability categories responses intercept category point scale cut points variable regression olds features intercepts men function effects From Colette Mair 0 likes 14 plays 0
Binomial response models applied to beetle… duration 11 minutes 37 seconds Binomial response models applied to beetle… Binomial response models applied to beetle mortality data (week 2)	Binomial response models applied to beetle mortality data (week 2) advanced predictive models model dose deviance beetles function log distribution difference probability interpretation values fit freedom output option substance profit goodness intercept From Colette Mair 0 likes 12 plays 0
Regression models for count data –… duration 10 minutes 11 seconds Regression models for count data –… Regression models for count data – Galapagos example (week 4)	Regression models for count data – Galapagos example (week 4) advanced predictive models model residuals variance distribution deviance distance dispersion overdispersion observations parameter values species function person output plots variables relationship lack freedom From Colette Mair 0 likes 7 plays 0
Advanced Predictive Models_ Introduction to… duration 9 minutes 56 seconds Advanced Predictive Models_ Introduction to… Advanced Predictive Models_ Introduction to generalized linear models (week 1)	Advanced Predictive Models_ Introduction to generalized linear models (week 1) advanced predictive models model function regression response probability distributions acceptance values distribution predictor revenue budget observations equation models estimates variables applicants prediction linear From Colette Mair 0 likes 18 plays 0
Autoregressive moving average processes (week 8) duration 10 minutes 24 seconds Autoregressive moving average processes (week 8) Autoregressive moving average processes (week 8)	Autoregressive moving average processes (week 8) advanced predictive models process acf series pacf arma residuals ar plot correlation autocorrelation auto lags model term processes fit function properties pq patterns From Colette Mair 0 likes 3 plays 0
Autoregressive processes (week 7) duration 11 minutes 55 seconds Autoregressive processes (week 7) Autoregressive processes (week 7)	Autoregressive processes (week 7) advanced predictive models process autocorrelation series function ar alpha correlation panel acf pacf model auto values variance processes pattern residuals row plot correlogram From Colette Mair 0 likes 2 plays 0
Moving average processes (week 7) duration 7 minutes 34 seconds Moving average processes (week 7) Moving average processes (week 7)	Moving average processes (week 7) advanced predictive models autocorrelation process panel series acf function processes trend sum lag correlation term pacf examples autocovariance values theta coefficient variance residuals From Colette Mair 0 likes 2 plays 0
Random coefficient models – College GPA… duration 15 minutes 39 seconds Random coefficient models – College GPA… Random coefficient models – College GPA example (week 9)	Random coefficient models – College GPA example (week 9) advanced predictive models model student intercept effect regression effects occasion slope variance error predictions students estimates function term observations output estimate points plot From Colette Mair 0 likes 5 plays 0
Software Design and Development - tutorial 2 duration 1 hour 36 minutes Software Design and Development - tutorial 2 Software Design and Development - tutorial 2	Software Design and Development - tutorial 2 Contents Modular solutions Parameters: formal and actual Calling a subprogram Local and Global variables Scope and errors Feedback 1 Dataflow Pedagogies for dataflow Feedback 2 Misconceptions 1… parameters function variables module parameter procedure programming language python dataflow From Brendan McCart 0 likes 49 plays 0