03241nam0 22005893i 450 VAN0031039920260910015636.476N978303201719220260910d2025 |0itac50 baengCH|||| |||||i e bcrAdvanced modeling and data challengesMike NguyenChamSpringer20251 testo elettronico (xiii, 449 p.ill.)This volume addresses the complexities of real-world data analysis, offering clear guidance through common challenges such as missing data, model specification, variable selection, and hypothesis testing. It also introduces tools for deeper interpretation—including marginal effects, interaction (moderation), and mediation analysis—to help uncover nuanced relationships in data. Ideal for both learners deepening their understanding and practitioners refining their techniques, this volume blends statistical theory with applied insight. Readers are equipped to navigate ambiguity, confront data imperfections, and extract actionable meaning. With practical examples and an emphasis on analytical reasoning, this book supports coursework, exam review, and professional development alike—making it an essential resource for building confidence in modern data analysis. (Dal sito dell'editore)62D10Missing data [MSC 2020]VANC037088MF62F03Parametric hypothesis testing [MSC 2020]VANC024582MF62F07Statistical ranking and selection procedures [MSC 2020]VANC033732MF62F35Robustness and adaptive procedures (parametric inference) [MSC 2020]VANC034038MF62M20Inference from stochastic processes and prediction; filtering [MSC 2020]VANC033691MF62P05Applications of statistics to actuarial sciences and financial mathematics [MSC 2020]VANC030682MF62P20Applications of statistics to economics [MSC 2020]VANC026444MF62P25Applications of statistics to social sciences [MSC 2020]VANC031206MFData CollectionKW:KData InterpretationKW:KHypothesis TestingKW:KLatent Variable ModelsKW:KMarginal EffectsKW:KMediationKW:KMissing dataKW:KModel selectionKW:KModel uncertaintyKW:KModerationKW:KPractical AnalyticsKW:KRobust StatisticsKW:KSeasonalityKW:KTime seriesKW:KVariable SelectionKW:KCHChamVANL001889NguyenMikeVANV2764011850922Springer <editore>VANV108073650Nguyen, M.Nguyen, MikeVANV276402ITSOL20260918RICAhttps://doi.org/10.1007/978-3-032-01719-2E-book – Accesso al full-text attraverso riconoscimento IP di Ateneo, proxy e/o ShibbolethNVAN00310399Advanced Modeling and Data Challenges4454510UNICAMPANIA