Statistical forecasting

Part 2 of ebook "Introduction to time series and forecasting (Third edition)" provides readers with contents including: Chapter 7 - Time series models for financial data; Chapter 8 - Multivariate time series; Chapter 9 - State-space models; Chapter 10 - Forecasting techniques; Chapter 11 - Further topics; Appendix A - Random variables and probability distributions; Appendix B - Statistical complements; Appendix C - Mean square convergence;...

224p daonhiennhien 03-07-2024 1 1   Download

Stressing the concrete applications of economic forecasting, Practical Business Forecasting is accessible to a wide-range of readers, requiring only a familiarity with basic statistics. The text focuses on the use of models in forecasting, explaining how to build practical forecasting models that produce optimal results. In a clear and detailed format, the text covers estimating and forecasting with single and multi- equation models, univariate time-series modeling, and determining forecasting accuracy.

510p vimeyers 29-05-2024 3 2   Download

The purpose of our research is to study new opportunities in agile supply chain management, identify barriers to agile supply chain management, develop a methodology to overcome these barriers and make proposals for agile supply chain management in multinational corporations.The study and analysis of supply chain management of multinational corporations allowed us to define the specifics of the industry using the following research methods: the choice of logistics intermediaries, forecasting (indicators, flows, etc.), nomenclature groups, risk optimization, statistical data analysis.

10p longtimenosee10 26-04-2024 1 1   Download

The present article defines the possibility of optimizing key managerial solutions in business organization based on an improved algorithm of actions that takes into account the stage of “life cycle” of enterprise. The tactics of phased implementation of management decisions at each stage of “life cycle” of the business structure has been clarified and substantiated.

5p longtimenosee10 26-04-2024 2 1   Download

The purpose of our research is to study the existing problems in the food supply chain management and to propose a decision-making algorithm for efficient and competitive business development. The study and generalization of theoretical studies in the field of food supply chain management allowed us to identify and formulate the specifics of this industry with the help of the following research methods: selection of logistics intermediaries, forecasting (indicators, flows, etc.), arrangement of nomenclature groups, optimization under risk conditions, statistical methods in data processing.

10p longtimenosee10 26-04-2024 4 1   Download

The conventional linear econometric and statistical models are not effective for forecasting the nonlinear and complex nature of crude oil prices. Computational intelligence techniques and hybrid modelling principles have been proposed to address this issue. Multiple forecasts can be combined using linear or nonlinear methods to create an aggregate forecast.

6p viritesh 02-04-2024 3 1   Download

Ebook "Data analysis and decision making" includes content: Introduction to data analysis and decision making; exploring data; probability and decision making under uncertainty; statistical inference; regression analysis and time series forecasting; optimization and simulation modeling.

1090p haojiubujain09 21-11-2023 5 3   Download

Part 1 of ebook "The valuation of shares and the efficient-markets theory" provides readers with contents including: Chapter 1 - The role of the stock market; Chapter 2 - The valuation of stocks and shares; Chapter 3 - Forecasting company profits; Chapter 4 - Statistical models of accounting data;...

95p mocthanhdao0210 19-11-2023 6 4   Download

Ebook "Applied data mining: Statistical methods for business and industry" includes contents: Chapter 1 introduction, chapter 2 organisation of the data, chapter 3 exploratory data analysis, chapter 4 computational data mining, chapter 5 statistical data mining, chapter 6 evaluation of data mining methods, chapter 7 market basket analysis, chapter 8 web clickstream analysis, chapter 9 profiling website visitors, chapter 10 customer relationship management, chapter 11 credit scoring, chapter 12 forecasting television audience.

378p haojiubujain08 01-11-2023 7 1   Download

Ebook "The valuation of shares and the efficient-markets theory" provides readers with contents including: the role of the stock market; the valuation of stocks and shares; forecasting company profits; statistical models of accounting data; the capital asset pricing model; the efficient-markets theory; tests of the efficient-markets theory; accounting and efficient markets; concluding remarks;...

191p loivantrinh 29-10-2023 7 3   Download

Part 2 book "Smart livestock nutrition" includes content: Mathematical and statistical approaches to the challenge of forecasting animal performance for the purposes of precision livestock feeding, smart pig nutrition in the digital era, smart poultry nutrition, advanced technology in aquaculture – smart feeding in marine fish farms, smart nutrition of extensively kept ruminants,... and other contents.

192p oursky07 23-10-2023 6 2   Download

The performance of the proposed RF model is evaluated using three statistical measurements: root mean squared error (RMSE), mean absolute error (MAE), and correlation coefficient (R). The results show that the RF model has high predictive accuracy with an RMSE of 210 cnt/h, an MAE of 121 cnt/h, and an R of 0.90. The performance of the RF model is also compared with a linear regression model and shows superior accuracy.

9p visharma 20-10-2023 8 4   Download

Continued part 1, part 2 of ebook "Statistics for business" provides readers with contents including: hypothesis testing of a single population; hypothesis testing for different populations; forecasting and estimating from correlated data; indexing as a method for data analysis; key terminology and formula in statistics;...

262p thamnhuocgiai 24-09-2023 7 5   Download

Part 1 book "Operations management - An integrated approach" includes content: Introduction to operations management, operations strategy and competitiveness, product design and process selection, supply chain management, total quality management, statistical quality control, just in time and lean systems, forecasting, capacity planning and facility location.

385p oursky03 21-08-2023 7 5   Download

Continued part 1, part 2 of ebook "Construction program management – Decision making and optimization techniques" presents the following content: mathematical methods – statistics and forecasting; operations research and optimization techniques; techniques for intelligent decision support systems;...

83p dieptieuung 14-07-2023 9 3   Download

Continued part 1, part 2 of ebook "Statistics for management and economics" provide readers with content about: inference about comparing two populations; analysis of variance; chi-squared tests; simple linear regression and correlation; multiple regression; model building; nonparametric statistics; time-series analysis and forecasting; statistical process control; decision analysis;...

545p damtuyetha 16-02-2023 3 1   Download

Continued part 1, part 2 of ebook "Business statistics: For contemporary decision making" provide readers with content about: regression analysis and forecasting; simple regression analysis and correlation; multiple regression analysis; building multiple regression models; time-series forecasting and index numbers; nonparametric statistics and quality; analysis of categorical data; nonparametric statistics; statistical quality control;...

414p damtuyetha 16-02-2023 4 1   Download

Three main approaches have been generally proposed to the flood forecasting including: i) physical models, ii) statistical models and iii) data-driven models. The first approaches, also called hydraulic models, aims to reproduce the hydrological processes in a physically realistic manner and is based on mathematical formulas of conservation of mass, momentum and energy.

3p vipriyankagandhi 27-07-2022 4 1   Download

Ebook Statistical Methods in the Atmospheric Sciences (Second Edition): Part 1 presents the following content: Introduction, review of probability, empirical distributions and exploratory data analysis, parametric probability distributions, hypothesis testing, statistical forecasting, forecast verification, time series,...

419p runordie4 05-07-2022 6 3   Download

The paper "Improving planning reliability and project performance using the rational commitment model" proposes the Rational Commitment Model (RCM), a new decision decision-making tool based on lean principles, which uses statistical models to obtain more reliable commitment planning at operational level. RCM allows forecasting commitment planning for short term-periods using information about workers, buffers, and planned progress.

33p runordie3 27-06-2022 17 6   Download