- Notes for STA 250, Radford M. Neal, 2000 Testing Whether a Coin is Fair
- STA 250F ---Assignment #1 ---Due in lecture on October 31 at 11:10am Late assignments will be accepted only with a valid medical or other excuse.
- CSC 2541, Assignment #3, due in class on December 8. Worth 16% of the mark. For this assignment, you will t Bayesian neural network models with several architectures
- Differential Equations Differential computation of functions is an
- Filtering Signals and Images Onedimensional signals (eg, audio recordings)
- Notes for STA 250, Radford M. Neal, 2000 Regression Models
- Notes for STA 250, Radford M. Neal, 2000 How Probability Density Histograms
- Notes for STA 250, Radford M. Neal, 2000 What is Statistics?
- CSC 260, Spring 1999 Assignment #3 Due in tutorial on April 9. Worth 10% of the course grade.
- Notes for STA 250, Radford M. Neal, 2000 Organizing Data
- Notes for STA 250, Radford M. Neal, 2000 Probability
- STA 410/2102, Fall 2000 ---Assignment #1 Due in class on October 19. Worth 16% of the final mark.
- Notes for STA 250, Radford M. Neal, 2000 Need for Formal Statistical Inference
- Representing Curves and Surfaces 2D and 3D curves and 2D surfaces are useful
- Hints on starting to use Maple on CDF Radford Neal, January 1999
- Notes for STA 250, Radford M. Neal, 2000 Hypothesis Tests as Decisions
- The Interpolation Problem Problem: We know the value of a function,
- Approximating Functions We have seen how computers can represent
- Notes for STA 250, Radford M. Neal, 2000 2 and s as Estimators
- PixelBased Graphical Displays Most computer graphical displays consist of a
- STA 410/2102, Spring 2002 ---Assignment #1 Due at start of class on February 15. Worth 16% of the final mark.
- Corrections to Eugene Fiume's text on An Introduction to Scientific, Symbolic, and Graphical Computation
- STA 410/2102, Spring 2002 | Assignment #2 Due at start of class on March 19. Worth 18% of the nal mark.
- Solving Equations (Finding Zeros) We will look at ways of solving equations
- Notes for STA 250, Radford M. Neal, 2000 Relating Response Variables to
- Computer Science 260, Spring 1999 Introduction to Scientific, Symbolic, and
- Factor Graphs SumProduct Algorithm
- Notes for STA 250, Radford M. Neal, 2000 How Regression is Affected by
- Technical Report No. 9805, Department of Statistics, University of Toronto Annealed Importance Sampling
- Representations of Numbers Mathematical models almost always involve
- Notes for STA 250, Radford M. Neal, 2000 The Normal Distributions
- Technical Report No. 0104, Department of Statistics, University of Toronto Defining Priors for Distributions Using
- Building Functions from Sine Waves Approximation of functions by polynomials is
- Notes for STA 250, Radford M. Neal, 2000 Measures of Spread
- Notes for STA 250, Radford M. Neal, 2000 A Hypothesis Testing Problem
- The Integration Problem Integration is the process of finding totals,
- Notes for STA 250, Radford M. Neal, 2000 Counts of Succeses in Bernoulli Trials
- Notes for STA 250, Radford M. Neal, 2000 Scatterplots of Quantitative Variables
- CSC 260, Spring 1999 Assignment #2 Due in class on March 22. Worth 10% of the course grade.
- CSC 260: Introduction to Scientific, Symbolic, and Graphical Computation Department of Computer Science, University of Toronto, Spring 1999
- Notes for STA 250, Radford M. Neal, 2000 Comparing Proportions
- STA 250F ---Assignment #2 ---Due in lecture on December 8 at 11:10am Late assignments will be accepted only with a valid medical or other excuse.
- CSC 260, Spring 1999 Assignment #1 Due at start of tutorial on February 12. Worth 10% of the course grade.
- EVALUATION OF GAUSSIAN PROCESSES AND OTHER METHODS FOR NONLINEAR REGRESSION
- Haplotype Inference Using a Hidden Markov Model with Efficient Markov Chain Sampling
- Technical Report No. 9910, Department of Statistics, University of Toronto CircularlyCoupled Markov Chain Sampling
- Technical Report No. 0411, Department of Statistics, University of Toronto Taking Bigger Metropolis Steps by Dragging Fast Variables
- A New Proof of Peskun's Theorem Regarding the Asymptotic Variance of MCMC Estimators.
- CSC 310, Spring 2004 --Assignment #1 Solutions Question 1 (15 marks)
- Technical Report No. 0607, Department of Statistics, University of Toronto Puzzles of Anthropic Reasoning Resolved
- BAYESIAN CLASSIFICATION AND REGRESSSION WITH HIGH DIMENSIONAL FEATURES
- Technical Report No. 1002, Department of Statistics, University of Toronto Covariance-Adaptive Slice Sampling
- Technical Report No. 0510, Department of Statistics, University of Toronto Improving Classification When a Class Hierarchy is Available
- BAYESIAN STATISTICS 7, pp. 619629 J. M. Bernardo, M. J. Bayarri, J. O. Berger, A. P. Dawid,
- Creating Non-Gaussian Processes from Gaussian Processes by the Log-Sum-Exp Approach
- CSC 2541, Assignment #3, due in class on December 8. Worth 16% of the mark. For this assignment, you will fit Bayesian neural network models with several architectures
- CSC 310 --Solutions to Mid-term Test 1. You would like to encode a sequence of symbols that come from an alphabet with d + 3
- New Monte Carlo Methods Based on Hamiltonian Dynamics Radford M. Neal, University of Toronto
- Slice Sampling with Multivariate Steps Madeleine B. Thompson
- CSC 2541, Assignment #2, due in class on November 24. Worth 16% of the mark. For this assignment, you will fit Bayesian mixture models with five components and with
- CSC 2541, Assignment #1, due in class on October 20. Worth 12% of the mark. The Department of Uncertainty and Machine Forgetting (DUMF) offers five courses each year.
- Probability and Anthropic Reasoning in Small, Large, and Infinite Universes
- 1 2 3 4 5 6 CPU time ratios (log scale)
- Find a circular Catmull-Rom spline. The parameters are the list of data points, and the variable to be used as the unknown in the polynomials. The result is a
- CSC 260, Spring 1999 -Solution to assignment 3 > read `/u/radford/bisection.mp`;
- STA 410/2102 | Practice questions for the second test 1. Find the Cholesky decomposition of the following matrix
- Notes for STA 250, Radford M. Neal, 2000 The hypothesis testing and confidence interval
- CSC 2506 ---Probabilistic Reasoning ---Spring 2000 Web page: http://www.cs.toronto.edu/~radford/csc2506/
- Notes for STA 250, Radford M. Neal, 2000 Confidence Interval for 1 \Gamma 2
- Notes for STA 250, Radford M. Neal, 2000 Confidence Intervals for Coefficients
- Notes for STA 250, Radford M. Neal, 2000 TwoWay Tables
- Assignment for CSC 2506. Due February 7. Worth 15% of the mark Design a directed graphical model for a person's choice of clothing for a day (an arbitrary
- Notes for STA 250, Radford M. Neal, 2000 An Example of Regression Modeling
- CSC 260, Spring 1999, Answers to Second MiniTest 1(a) A procedure for drawing y = log(x) for x in the range 1 to 10
- Notes for STA 250, Radford M. Neal, 2000 The Meaning of the Residual Standard
- Find a circular CatmullRom spline. The parameters are the list of datapoints, and the variable to be used as the unknown in the polynomials. The result
- Notes for STA 250, Radford M. Neal, 2000 The Mean and Variance of the
- CSC 2541, Assignment #2, due in class on November 24. Worth 16% of the mark. For this assignment, you will t Bayesian mixture models with ve components and with
- Notes for STA 250, Radford M. Neal, 2000 Random Variables
- STA 450/2102 ---Assignment #3 Due at the beginning of class on March 24. Worth 18% of the final mark.
- Assignment #3 Due in class on november 24. Worth 16% of the final mark.
- Notes for STA 250, Radford M. Neal, 2000 Mean of a Random Variable
- Notes for STA 250, Radford M. Neal, 2000 What If We Don't Know oe?
- Notes for STA 250, Radford M. Neal, 2000 The Mean of a Random Variable
- Notes for STA 250, Radford M. Neal, 2000 What Does The C.I. Really Mean?
- CSC 2541, Assignment #1, due in class on October 20. Worth 12% of the mark. The Department of Uncertainty and Machine Forgetting (DUMF) o ers ve courses each year.
- STA 410/2102, Fall 2000 ---Assignment #2 Due in class on November 14. Worth 16% of the final mark.
- Notes for STA 250, Radford M. Neal, 2000 Comparing Several Means
- STA 410/2102, Spring 2002 | Assignment #3 Due at start of class on April 2. Worth 18% of the nal mark.
- Notes for STA 250, Radford M. Neal, 2000 Displaying and Summarizing
- Notes for STA 250, Radford M. Neal, 2000 Relationships of Categorical Variables
- STA 410/2102 | Practice questions for the second test 1. Suppose we're interested in the mean weight of cookies that are consumed before
- STA 450/2102 ---Assignment #2 Due at the beginning of class on March 10. Worth 18% of the final mark.
- permutation permutation
- Notes for STA 250, Radford M. Neal, 2000 How Well Can We Predict?
- CSC 260, Spring 1999 Solution to assignment3 > read `/u/radford/bisection.mp`;
- STA 410/2102, Spring 2002 | Assignment #4 Due at start of class on April 12. Worth 18% of the nal mark.
- Notes for STA 250, Radford M. Neal, 2000 Observational Studies
- STA 410/2102, Fall 2000 ---Assignment #4 Due in class on December 8. Worth 16% of the final mark.