Applied Probability

Focuses on modeling, quantification, and analysis of uncertainty by teaching random variables, simple random processes and their probability distributions, Markov processes, limit theorems, elements of statistical inference, and decision making under uncertainty. This course extends the discrete probability learned in the discrete math class. It focuses on actual applications, and places little emphasis on proofs. A problem set based on identifying tumors using MRI (Magnetic Resonance Imaging) i

Artificial Intelligence: Machine Learning

This course provides a broad introduction to machine learning and statistical pattern recognition. Topics include: supervised learning (generative/discriminative learning, parametric/non-parametric learning, neural networks, support vector machines); unsupervised learning (clustering, dimensionality reduction, kernel methods); learning theory (bias/variance tradeoffs; VC theory; large margins); reinforcement learning and adaptive control.
The course will also discuss recent applications of machi

Statistical Inference: Small Probabilities and Errors

A discussion of how small probabilities license statistical inferences, and how frequentists C. S. Peirce, R. A. Fisher, J. Neyman, E. S. Pearson, and D. Mayo differ in their interpretations of the p-value of a statistical test. (Unpublished paper)

5.111 Principles of Chemical Science (MIT)

Introduction to chemistry, with emphasis on basic principles of atomic and molecular electronic structure, thermodynamics, acid-base and redox equilibria, chemical kinetics, and catalysis. Introduction to the chemistry of biological, inorganic, and organic molecules.

4.462 Building Technologies II: Building Structural Systems I (MIT)

This course serves as an introduction to the history, theory, and construction of basic structural systems with an introduction to energy issues in buildings. Emphasis is placed on developing an understanding of basic systematic and elemental behavior; principles of structural behavior and analysis of individual structural elements and strategies for load carrying. The subject introduces fundamental energy topics including thermodynamics, psychrometrics, and comfort, as they relate to building d

Humanistic Approaches to the Graphical Expression of Interpretation

The session begins with brief introductory remarks by moderator **Kurt Fendt**. He points out the need for new tools that will examine data in meaningful ways through aspects of interpretation and visualization. **Dean Deborah Fitzgerald** emphasizes the importance of support for digital humanities and visualization interpretati

Mobility and school disruption

This is a research report which uses statistical analysis of National Curriculum performance tests and information about pupil mobility in order to consider whether a childâ€™s education is affected by turnover and disruption in the composition of their school cohort.
It uses test scores at age 11 and compares them to retrospective test scores from the same pupils at age 7, and then draws conclusions from the statistical analysis in relation to whether high pupil mobility is disadvantageous for

Prices

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

Acknowledgements

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

1.4.2: Price indices

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

Methods in Biostatistics I

Presents fundamental concepts in applied probability, exploratory data analysis, and statistical inference, focusing on probability and analysis of one and two samples. Topics include discrete and continuous probability models; expectation and variance; central limit theorem; inference, including hypothesis testing and confidence for means, proportions, and counts; maximum likelihood estimation; sample size determinations; elementary non-parametric methods; graphical displays; and data transform

8 Paired samples T-Tests

Handling statistical data is an essential part of psychological research. However, many people find the idea of using statistics, and especially statistical software packages, extremely daunting. This unit takes a step-by-step approach to statistics software through seven interactive activities. No statistics software is needed.

2.51 Intermediate Heat and Mass Transfer (MIT)

Analysis, modeling, and design of heat and mass transfer processes with application to common technologies. Unsteady heat conduction in one or more dimensions, steady conduction in multidimensional configurations, numerical simulation; forced convection in laminar and turbulent flows; natural convection in internal and external configurations; phase change heat transfer; thermal radiation, black bodies, grey radiation networks, spectral and solar radiation; mass transfer at low rates, evaporatio

HST.583 Functional Magnetic Resonance Imaging: Data Acquisition and Analysis (MIT)

This team taught, multidisciplinary course covers the fundamentals of magnetic resonance imaging relevant to the conduct and interpretation of human brain mapping studies. The challenges inherent in advancing our knowledge about brain function using fMRI are presented first to put the work in context. The course then provides in depth coverage of the physics of image formation, mechanisms of image contrast, and the physiological basis for image signals. Parenchymal and cerebrovascular neuroanato

Quantitative research: a scoping study for the Learning and Skills Research Centre (Building effecti

This publication has been written in order to address the perceived need to encourage increased use of numerical data and statistical methods by people concerned with planning and designing research in post-16 education and training.

1.2.3: A typical shopping basket

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

1.2.2: The price of a loaf these days

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

Learning outcomes

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.

Statistical Mechanics Lecture 4 (April 20, 2009)

classical quantum physics, science, biology, engineering, theory, thermodynamics, math, formula, space, statistics, variable, methodology, probability distribution, entropy, Helm-Holtz free energy, control parameter, ideal gas, calculate system pressure,

1.7.3 What is proportion?

This unit looks at a wide variety of ways of comparing prices and the construction of a price index. You will also look at the Retail Price Index (RPI) and the Consumer Price Index (CPI), indices used by the UK Government to calculate the percentage by which prices in general have risen over any given period. You wil also look at the important statistical and mathematical ideas that contribute to the construction of a price index.