A groundbreaking method for clearing the organizational roadblocks that keep you from doing your job and delivering results The chaos of everyday business forces people into an exhausting, ineffective, seemingly never-ending cycle of work-a...Loe edasi...
Learn to create your own forecasts with Excel: trends, cyclic data, forecast intervals and more! The classic techniques to have for any analytics professional Key Features Use and apply all the Excel forecasting functions to re...Loe edasi...
Focusing on the exploration of data with visual methods, Displaying Time Series, Spatial, and Space-Time Data with R presents methods and R code for producing high-quality static graphics, interactive visualizations, and animations, of time series...Loe edasi...
Focusing on the exploration of data with visual methods, the book presents methods and R code for producing high-quality static graphics, interactive visualizations, and animations, of time series, spatial, and space-time data. Practical examples...Loe edasi...
James Adler, Hans De Sterck, Scott MacLachlan, Luke Olson
Sari: Computational Science and Engineering
(Ilmumisaeg: 31-Jul-2025, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978278)
Numerical methods for approximating PDE solutions are presented in a rich exploration of discretization techniques such as finite-difference, finite-element, and finite-volume methods. Topics span foundational background, algorithmic strategies, lin...Loe edasi...
Computational Methods for Time-Series Analysis in Earth Sciences bridges the gap between theoretical knowledge and practical application, offering a deep dive into the utilization of R programming for managing, analyzing, and forecasting time-...Loe edasi...
Social processes operate at many temporal scales: decades, years, months, weeks, days, hours, minutes, and even seconds. With the advent of the Internet, social media, and other technologies, long sequences of time-series data are increasingly avail...Loe edasi...
Zoltán Gellér, Vladimir Kurbalija, Milo Radovanovi, Mirjana Ivanovi
Sari: Intelligent Systems Reference Library
(Ilmumisaeg: 27-Apr-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031775260)
This book examines the impact of such constraints on elastic time-series similarity measures and provides guidance on selecting suitable measures. Time-series classification frequently relies on selecting an appropriate similarity or distance meas...Loe edasi...
Deep learning is an important element of artificial intelligence, especially in applications such as image classification in which various architectures of neural network, e.g., convolutional neural networks, have yielded reliable results. This bo...Loe edasi...
Master the fundamentals of time series analysis with Apache Spark and Databricks and uncover actionable insights at scale Key Features Quickly get started with your first models and explore the potential of Generative AI Learn...Loe edasi...
Time Series Forecasting Using Generative AI introduces readers to Generative Artificial Intelligence (Gen AI) in time series analysis, offering an essential exploration of cutting-edge forecasting methodologies.The book covers a...Loe edasi...
This book proposes some novel models based on the autoregressive and moving average structures under various distributional assumptions of the innovation series for analysing non-stationary bivariate time series of counts. Time series of count respo...Loe edasi...
This book presents a detailed description and application of multi-time scale time-frequency characterization tool for the spectral analysis of hydrological time series. It illustrates spectral analysis methods for hydrological applications through i...Loe edasi...
In this book, we explain the development of a new filtering method to estimate the hidden states of random variables for multiple non-stationary time series data. This method is particularly helpful in analyzing small-sample non-stationary macro-e...Loe edasi...
The book contains the most common as well as state-of-the-art methods in machine learning for time-series to take your understanding of time series to a new level. In addition to these comprehensive explanations, there are plenty of real-life exampl...Loe edasi...
(Ilmumisaeg: 29-Jan-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031759406)
This book is dedicated to exploring and explaining time series event detection in databases. The focus is on events, which are pervasive in time series applications where significant changes in behavior are observed at specific points or time inte...Loe edasi...
(Ilmumisaeg: 28-Jan-2025, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031705830)
This 5th edition of this popular graduate textbook presents a balanced and comprehensive treatment of both time and frequency domain methods with accompanying theory. It includes numerous examples using nontrivial data illustrate solutions to prob...Loe edasi...
Sari: Institute of Mathematical Statistics Monographs
(Ilmumisaeg: 02-Jan-2025, Hardback, Kirjastus: Cambridge University Press, ISBN-13: 9781009566995)
Brownian motion is an important topic in various applied fields where the analysis of random events is necessary. Introducing Brownian motion from a statistical viewpoint, this detailed text examines the distribution of quadratic functionals of Brown...Loe edasi...
Master the art of predictive modeling with XGBoost and gain hands-on experience in building powerful regression, classification, and time series models using the XGBoost Python API Key Features Get up and running with this quic...Loe edasi...
Stochastic analysis tackles randomness in physical systems by blending simulation methods with hands-on problem-solving strategies. It examines key concepts like Markov chains, Gaussian processes, Ito calculus and stochastic differential equations,...Loe edasi...
This book presents the latest developments in the theory and applications of time series analysis and forecasting. Comprising a selection of refereed papers, it is divided into several parts that address modern theoretical aspects of time series a...Loe edasi...
Sari: World Scientific Series On Econometrics And Statistics
(Ilmumisaeg: 01-Nov-2024, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811293344)
Trend usually plays a dominant role in many empirical time series data. But do we really understand trends in these time series data? What are the difficulties in dealing with complex trends when we encounter nonstationary trending time series in pr...Loe edasi...
Learn traditional and cutting-edge machine learning (ML) and deep learning techniques and best practices for time series forecasting, including global forecasting models, conformal prediction, and transformer architectures Key Features ...Loe edasi...
Sari: CBMS-NSF Regional Conference Series in Applied Mathematics
(Ilmumisaeg: 30-Oct-2024, Paperback / softback, Kirjastus: Society for Industrial & Applied Mathematics,U.S., ISBN-13: 9781611978018)
PinT methods predict near and far future simultaneously using parallel time integration. The work examines four classesshooting-type, waveform relaxation, time-parallel multigrid, and direct methodsbolstered by historical context, convergence analys...Loe edasi...
Charles Frantz provides a quantitative and qualitative analysis of Debussys music through the lens of Bergsons philosophical perspective of durée, revealing his revolution in musical time....Loe edasi...
(Ilmumisaeg: 21-Oct-2024, Paperback / softback, Kirjastus: River Publishers, ISBN-13: 9788770042574)
The sequential analysis of data and information gathered from past to present is called time series analysis. Time series data are of high dimension, large size and updated continuously. A time series depends on various factors like trend, seasona...Loe edasi...
The concept of frailty offers a convenient way to introduce unobserved heterogeneity and associations into models for survival data. In its simplest form, frailty is an unobserved random proportionality factor that modifies the hazard function of...Loe edasi...
(Ilmumisaeg: 08-Oct-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031666186)
This graduate textbook on the statistical approach to data science describes the basic ideas, scientific principles and common techniques for the extraction of mathematical models from observed data. Aimed at young scientists, and motivated by the...Loe edasi...
This edited volume discusses time and fractal phenomena in economics, entrepreneurship, and management. Chapters embrace a wide spectrum of topics, such as time series analysis of entrepreneurial orientation, theoretical research on the effectiven...Loe edasi...
Future predictions are always a topic of interest. Precise estimates are crucial in many activities as forecasting errors can lead to significant financial loss. The sequential analysis of data and information gathered from past to present is call...Loe edasi...
Seismic Analysis and Design using the Endurance Time Method serves as a comprehensive resource for students, researchers, and practicing structural engineers who want to familiarize themselves with the concepts and applications of the endurance ti...Loe edasi...
(Ilmumisaeg: 21-Aug-2024, Hardback, Kirjastus: World Scientific Publishing Co Pte Ltd, ISBN-13: 9789811291555)
The main subject of our book is to use the (p, p(x) and p(x))-bi-Laplacian operator in some partial differential systems, where we developed and obtained many results in quantitative and qualitative point of view. To our knowledge there are no such...Loe edasi...
Sari: Springer Series in Operations Research and Financial Engineering
(Ilmumisaeg: 03-Aug-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031591556)
This book deals with extreme value theory for univariate and multivariate time series models characterized by power-law tails. These include the classical ARMA models with heavy-tailed noise and financial econometrics models such as the GARCH and...Loe edasi...
Douglas C. Montgomery, Cheryl L. Jennings, Murat Kulahci
Sari: WILEY SERIES IN PROB & STATISTICS/see 1345/6,6214/5
(Ilmumisaeg: 22-Jul-2024, Hardback, Kirjastus: John Wiley & Sons Inc, ISBN-13: 9781394186693)
Bring the latest statistical tools to bear on predicting future variables and outcomes A huge range of fields rely on forecasts of how certain variables and causal factors will affect future outcomes, from product sales to inflation rate...Loe edasi...
(Ilmumisaeg: 22-Jul-2024, Hardback, Kirjastus: De Gruyter, ISBN-13: 9783111324999)
This book provides a self-contained account of continuous-parameter time series, starting with second-order models. Integration with respect to orthogonal increment processes, spectral theory and linear prediction are treated in detail. Lévy-driven...Loe edasi...
(Ilmumisaeg: 09-Jul-2024, Paperback / softback, Kirjastus: Peter Lang AG, Internationaler Verlag der Wissenschaften, ISBN-13: 9783034345057)
Storytelling as a cultural practice permeates all phases and areas of human life and opens up possible worlds.The process of narrating, experiences are structured, identities are formed, social contexts are shaped, and desires and futures are imagine...Loe edasi...
This monograph contains the advances achieved based on the content ofour previous monograph published in 2011. In other words, the presentmonograph can be considered as Part II containing new resultsaccomplished in the last decade. Thes...Loe edasi...
It covers models such as long-range dependence models, nonlinear conditionally heteroscedastic time series, locally stationary processes, integer-valued time series, Lévy Processes, complex-valued time series, categorical time series, exclusive topi...Loe edasi...
Data Science students and practitioners want to find a forecast that “works” and don’t want to be constrained to a single forecasting strategy, Time Series for Data Science: Analysis and Forecasting discusses techniques of ensembl...Loe edasi...
This textbook provides comprehensive and in-depth explanations of all topics related to spatial analysis and spatiotemporal simulation, including how spatial data are acquired, represented digitally, and spatially aggregated. This textbook pr...Loe edasi...
This book focuses on the field of type-3 fuzzy logic for applications in time series prediction. The main idea is that a higher type and order of fuzzy logic can help in solving various prediction problems and find better results. In addition, neu...Loe edasi...
(Ilmumisaeg: 12-May-2024, Hardback, Kirjastus: Springer International Publishing AG, ISBN-13: 9783031516085)
This volume provides a comprehensive survey that covers various modern methods used for detecting and estimating change points in time series and their models. The book primarily focuses on asymptotic theory and practical applications of change point...Loe edasi...
This book presents a selection of peer-reviewed contributions on the latest developments in time series analysis and forecasting, presented at the 7th International Conference on Time Series and Forecasting, ITISE 2021, held in Gran Canaria, Spain...Loe edasi...
