Search Results - "computational statistics"

Computational statistics in climatology / by Polyak, Ilya

Full text (MFA users only)

Machine learning for signal processing : data science, algorithms, and computational statistics / by Little, Max A.

Full text (MFA users only)

Graphical models : representations for learning, reasoning and data mining by Borgelt, Christian, Steinbrecher, Matthias, Kruse, Rudolf

“…Wiley series in computational statistics.…”
Full text (MFA users only)

Data Mining and Statistics for Decision Making by Tufféry, Stéphane, Tufféry, Stéphane

“…Wiley Series in Computational Statistics…”
Full text (MFA users only)

Statistical and machine learning approaches for network analysis by Dehmer, Matthias, 1968-

“…Wiley series in computational statistics ;…”
Full text (MFA users only)

An introduction to statistical computing : a simulation-based approach by Voss, Jochen

“…Wiley series in computational statistics…”
Full text (MFA users only)

Clustering methodology for symbolic data by Billard, L. (Lynne), 1943-, Diday, E.

“…Wiley series in computational statistics…”
Full text (MFA users only)

Advanced dynamic-system simulation : model -replication and Monte Carlo Studies by Korn, Granino A. (Granino Arthur), 1922-2013

Table of Contents: “…Computing Statistics by Time Averaging --…”
Full text (MFA users only)

Computer intensive methods in statistics by Zwanzig, Silvelyn, Mahjani, Behrang

Full text (MFA users only)

Univariate, bivariate, and multivariate statistics using R : quantitative tools for data analysis and data science by Denis, Daniel J., 1974-

Table of Contents: “…Introduction to applied statistics -- Introduction to R and computational statistics -- Exploring data with R : essential graphics and visualization -- Means, correlations, counts : drawing inferences using easy-to-implement statistical tests -- Power analysis and sample size estimation using R -- Analysis of variance : fixed effects, random effects, mixed models and repeated measures -- Simple and multiple linear regression -- Logistic regression and the generalized linear model -- Multivariate analysis of variance (MANOVA) and discriminant analysis -- Principal components analysis -- Exploratory factor analysis -- Cluster analysis -- Nonparametric tests.…”
Full text (MFA users only)

Multivariate Density Estimation : Theory, Practice, and Visualization. by Scott, David W.

Full text (MFA users only)

Data analysis : what can be learned from the past 50 years by Huber, Peter J.

Full text (MFA users only)

Free energy computations : a mathematical perspective by Lelièvre, Tony

Table of Contents: “…Introduction. 1.1. Computational statistical physics : some landmarks. 1.2. Microscopic description of physical systems. 1.3. …”
Full text (MFA users only)

Essentials of Applied Econometrics. by Smith, Aaron D.

Table of Contents: “…Step 3: Compute Statistics to Measure OLS Accuracy Data Types ; 5 Properties of Our Estimators ; An Experiment in Random Sampling ; BLUE Estimators ; The Sample Mean ; The OLS Regression ; Multiple Regression ; Back to Schools and Free Lunch ; Consistent Estimators.…”
Full text (MFA users only)

Probabilistic finite element model updating using Bayesian statistics : applications to aeronautical and mechanical engineering by Marwala, Tshilidzi, 1971-, Boulkaibet, Ilyes, 1981-, Adhikari, Sondipon

Full text (MFA users only)

The intelligent enterprise in the era of big data by Srinivasan, Venkat, 1956-

Table of Contents: “…2.5.3 RAGE Abstract Components2.5.4 RIM -- An Actionable, Dynamic Methodology; 2.5.5 Real Time Software Development; 2.6 Summary; References; 3 Insight and Intelligence; 3.1 Introduction; 3.2 The Excitement around Big Data; 3.3 Information Overload, Asymmetry, and Decision Making; 3.3.1 Information Overload; 3.3.2 Information Asymmetry; 3.4 Artificial Intelligence to the Rescue; 3.4.1 A Taxonomy of AI Problem Types and Methods; 3.4.2 AI Solution Outcomes; 3.4.3 AI Solution Methods; 3.5 Machine Learning Using Computational Statistics; 3.5.1 Decision Trees.…”
Full text (MFA users only)

Beginning R : an introduction to statistical programming by Wiley, Joshua F., Pace, Larry A.

Full text (MFA users only)

The economics of artificial intelligence : an agenda

Full text (MFA users only)

Exact methods in low-dimensional statistical physics and quantum computing : École d'été de physique des Houches, session LXXXIX, 30 June-1 August 2008, École thématique du CNRS...

Table of Contents: “…4.2 Topological phenomena in 1D: Boundary modes in the Majorana chain4.3 The two-dimensional toric code -- 4.4 Abelian anyons and quasiparticle statistics -- 4.5 The honeycomb lattice model -- References -- 5 Four lectures on computational statistical physics -- 5.1 Sampling -- 5.2 Classical hard-sphere systems -- 5.3 Quantum Monte Carlo simulations -- 5.4 Spin systems: Samples and exact solutions -- References -- 6 Loop models -- 6.1 Historical perspective -- 6.2 Brief summary of renormalization theory -- 6.3 Loop models -- 6.4 The Coulomb gas…”
Full text (MFA users only)

Taming the Big Data Tidal Wave : Finding Opportunities in Huge Data Streams with Advanced Analytics by Franks, Bill, 1968-

Table of Contents: “…; CORE ANALYTICS VERSUS ADVANCED ANALYTICS; LISTEN TO YOUR ANALYSIS; FRAMING THE PROBLEM CORRECTLY; STATISTICAL SIGNIFICANCE VERSUS BUSINESS IMPORTANCE; SAMPLES VERSUS POPULATIONS; MAKING INFERENCES VERSUS COMPUTING STATISTICS; WRAP-UP.…”
Full text (MFA users only)