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Python data cleaning cookbook : modern techniques and Python tools to detect and remove dirty data and extract key insights
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ISBN: 1800564597 Year: 2020 Publisher: Birmingham, England ; Mumbai : Packt,

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Wprowadzenie do analizy wariancji z czynnikami losowymi
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ISBN: 838331177X Year: 2023 Publisher: Łódź : Wydawnictwo Uniwersytetu ódzkiego,

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"Głównymi adresatami książki są badacze korzystający z metody eksperymentu, w szczególności w naukach społecznych. Czytelnicy dowiedzą się, dlaczego rozwiązanie wielu typowych dla tych nauk problemów badawczych powinno nastąpić poprzez włączenie czynników losowych do planu eksperymentalnego oraz dlaczego zaniechanie tej czynności może prowadzić do ustaleń o niskiej trafności, a nawet do ustaleń fałszywie pozytywnych. Autorka szeroko prezentuje stronę analityczną zagadnienia - pokazuje, w jaki sposób przeprowadzić analizę wariancji (ANOVA), gdy w modelu występują zarówno czynniki stałe, jak i losowe. Pokazuje tym samym, jak uogólniać wnioski na kilka populacji jednocześnie - nie tylko na populację jednostek, osób czy respondentów, lecz także na inne zbiorowości, którymi równolegle mogą być populacja reklam, słów, ankieterów itd."-- Provided by publisher.

Practical data analysis in chemistry
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ISBN: 1281119903 9786611119904 0080548830 0444530541 9780444530547 9780080548838 Year: 2007 Publisher: Oxford Elsevier

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The majority of modern instruments are computerised and provide incredible amounts of data. Methods that take advantage of the flood of data are now available; importantly they do not emulate 'graph paper analyses' on the computer. Modern computational methods are able to give us insights into data, but analysis or data fitting in chemistry requires the quantitative understanding of chemical processes. The results of this analysis allows the modelling and prediction of processes under new conditions, therefore saving on extensive experimentation. Practical Data Analysis in Chemistry exe


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Model-Based Analysis and Optimisation of Haber-Bosch Process Designs for Power-to-Ammonia
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ISBN: 3736989954 9783736989955 Year: 2019 Publisher: Göttingen Cuvillier Verlag

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Analysis of variance and covariance
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ISBN: 9780521684477 9780511611377 9780521865623 9780511355936 0511355939 0511354916 9780511354915 0511611374 1281153729 9781281153722 052186562X 0521684471 1107178754 9786611153724 0511355432 0511354339 0511573359 Year: 2007 Publisher: Cambridge Cambridge University Press

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Analysis of variance (ANOVA) is a core technique for analysing data in the Life Sciences. This reference book bridges the gap between statistical theory and practical data analysis by presenting a comprehensive set of tables for all standard models of analysis of variance and covariance with up to three treatment factors. The book will serve as a tool to help post-graduates and professionals define their hypotheses, design appropriate experiments, translate them into a statistical model, validate the output from statistics packages and verify results. The systematic layout makes it easy for readers to identify which types of model best fit the themes they are investigating, and to evaluate the strengths and weaknesses of alternative experimental designs. In addition, a concise introduction to the principles of analysis of variance and covariance is provided, alongside worked examples illustrating issues and decisions faced by analysts.

Analysis of variance and functional measurement : a practical guide
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ISBN: 1280428635 019534605X 1423762061 1602565708 9780195346053 9781423762065 9781602565708 9781280428630 0195183150 0197734626 Year: 2023 Publisher: New York ; Oxford University Press,

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Analysis of variance is the backbone of experimental research. This book is a clear and straightforward guide to how to do the analyses, with an emphasis on how to interpret statistical results and translate them into prose that will clearly tell the audience what the data are saying.

Introducing ANOVA and ANCOVA
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ISBN: 1280369302 9786610369300 1412933358 9781412933353 9780761951605 0761951601 9780761951612 076195161X 0761951601 076195161X Year: 2001 Publisher: London Thousand Oaks, Calif. SAGE

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Traditional approaches to ANOVA and ANCOVA are now being replaced by a General Linear Modeling (GLM) approach. This book begins with a brief history of the separate development of ANOVA and regression analyses and demonstrates how both analysis forms are subsumed by the General Linear Model. A simple single independent factor ANOVA is analysed first in conventional terms and then again in GLM terms to illustrate the two approaches. The text then goes on to cover the main designs, both independent and related ANOVA and ANCOVA, single and multi-factor designs. The conventional


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Mathematical Portfolio Theory and Analysis
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ISBN: 9811985448 981198543X Year: 2023 Publisher: Singapore : Birkhäuser,

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Designed as a self-contained text, this book covers a wide spectrum of topics on portfolio theory. It covers both the classical-mean-variance portfolio theory as well as non-mean-variance portfolio theory. The book covers topics such as optimal portfolio strategies, bond portfolio optimization and risk management of portfolios. In order to ensure that the book is self-contained and not dependent on any pre-requisites, the book includes three chapters on basics of financial markets, probability theory and asset pricing models, which have resulted in a holistic narrative of the topic. Retaining the spirit of the classical works of stalwarts like Markowitz, Black, Sharpe, etc., this book includes various other aspects of portfolio theory, such as discrete and continuous time optimal portfolios, bond portfolios and risk management. The increase in volume and diversity of banking activities has resulted in a concurrent enhanced importance of portfolio theory, both in terms of management perspective (including risk management) and the resulting mathematical sophistication required. Most books on portfolio theory are written either from the management perspective, or are aimed at advanced graduate students and academicians. This book bridges the gap between these two levels of learning. With many useful solved examples and exercises with solutions as well as a rigorous mathematical approach of portfolio theory, the book is useful to undergraduate students of mathematical finance, business and financial management.

Response surface methodology and related topics
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ISBN: 1281378984 9786611378981 9812774734 9789812774736 9789812564580 9812564586 9781281378989 9812564586 Year: 2006 Publisher: Hacenksack, N.J. : World Scientific,

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This is the first edited volume on response surface methodology (RSM). It contains 17 chapters written by leading experts in the field and covers a wide variety of topics ranging from areas in classical RSM to more recent modeling approaches within the framework of RSM, including the use of generalized linear models. Topics covering particular aspects of robust parameter design, response surface optimization, mixture experiments, and a variety of new graphical approaches in RSM are also included. The main purpose of this volume is to provide an overview of the key ideas that have shaped RSM,


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Analysis of Categorical Data
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ISBN: 9781487577995 1487577990 9781487578909 Year: 1980 Publisher: Toronto

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This volume presents a unified and up-to-date account of the theory and methods of applying one of the most useful and widely applicable techniques of data analysis, 'dual scaling.' It addresses issues of interest to a wide variety of researchers concerned with data that are categorical in nature or by design: in the life sciences, the social sciences, and statistics.

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