Tabla de Contenidos: “…4.2 Lexical Measures of Fluency and Measures of Lexical Productivity -- 4.3 Measures of Lexical Accuracy -- 4.4 Measures of Lexical Complexity -- 4.4.1 Lexical Diversity (Variation) -- 4.4.2 Lexical Sophistication -- 4.4.3 Older Measures: Lexical Density and Lexical Originality -- 4.4.4 More Recent Measures: Word Psychological Properties and Semantic Relations -- 4.4.5 Phraseological Measures -- 4.5 Conclusion -- 5 Statistical Measures and Raters' Scores of L2 Production-Review of Literature -- 5.1 Introduction -- 5.2 Lexical Measures for Discriminating Between Different Proficiency Levels -- 5.3 Lexical Measures vs. …”

Tabla de Contenidos: “…Cover -- Title Page -- Copyright -- Contents -- Contributors -- List of Figures -- List of Tables -- Series Foreword -- Foreword -- Preface -- Acknowledgments -- Acronyms -- Chapter 1 Introduction to Design for Excellence -- 1.1 Design for Excellence (DfX) in Electronics Manufacturing -- 1.2 Chapter : Establishing a Reliability Program -- 1.3 Chapter : Design for Reliability (DfR) -- 1.4 Chapter : Design for the Use Environment: Reliability Testing and Test Plan Development -- 1.5 Chapter : Design for Manufacturability (DfM) -- 1.6 Chapter : Design for Sustainability -- 1.7 Chapter : Root Cause Problem‐Solving, Failure Analysis, and Continual Improvement Techniques -- Chapter 2 Establishing a Reliability Program -- 2.1 Introduction -- 2.2 Best Practices and the Economics of a Reliability Program -- 2.2.1 Best‐in‐Class Reliability Program Practices -- 2.3 Elements of a Reliability Program -- 2.3.1 Reliability Goals -- 2.3.2 Defined Use Environments -- 2.3.3 Software Reliability -- 2.3.4 General Software Requirements -- 2.4 Reliability Data -- 2.4.1 Sources of Reliability Data -- 2.4.2 Reliability Data from Suppliers -- 2.5 Analyzing Reliability Data: Commonly Used Probability and Statistics Concepts in Reliability -- 2.5.1 Reliability Probability in Electronics -- 2.5.2 Reliability Statistics in Electronics -- 2.5.2.1 Basic Statistics Assumptions and Caveats -- 2.5.2.2 Variation Statistics -- 2.5.2.3 Statistical Distributions Used in Reliability -- 2.6 Reliability Analysis and Prediction Methods -- 2.7 Summary -- References -- Chapter 3 Design for Reliability -- 3.1 Introduction -- 3.2 DfR and Physics of Failure -- 3.2.1 Failure Modes and Effects Analysis -- 3.2.2 Fault Tree Analysis -- 3.2.3 Sneak Circuit Analysis -- 3.2.4 DfR at the Concept Stage -- 3.3 Specifications (Product and Environment Definitions and Concerns)…”

Tabla de Contenidos: “…17.5 Smoothing Signals -- 17.6 Logarithms and Other Transformations -- 17.7 Trends and Periodicity -- 17.8 Windowing -- 17.9 Brainstorming Simple Features -- 17.10 Better Features: Time Series as Vectors -- 17.11 Fourier Analysis: Sometimes a Magic Bullet -- 17.12 Time Series in Context: The Whole Suite of Features -- 17.13 Further Reading -- 17.14 Glossary -- Chapter 18 Probability -- 18.1 Flipping Coins: Bernoulli Random Variables -- 18.2 Throwing Darts: Uniform Random Variables -- 18.3 The Uniform Distribution and Pseudorandom Numbers -- 18.4 Nondiscrete, Noncontinuous Random Variables -- 18.5 Notation, Expectations, and Standard Deviation -- 18.6 Dependence, Marginal and Conditional Probability -- 18.7 Understanding the Tails -- 18.8 Binomial Distribution -- 18.9 Poisson Distribution -- 18.10 Normal Distribution -- 18.11 Multivariate Gaussian -- 18.12 Exponential Distribution -- 18.13 Log-Normal Distribution -- 18.14 Entropy -- 18.15 Further Reading -- 18.16 Glossary -- Chapter 19 Statistics -- 19.1 Statistics in Perspective -- 19.2 Bayesian versus Frequentist: Practical Tradeoffs and Differing Philosophies -- 19.3 Hypothesis Testing: Key Idea and Example -- 19.4 Multiple Hypothesis Testing -- 19.5 Parameter Estimation -- 19.6 Hypothesis Testing: t-Test -- 19.7 Confidence Intervals -- 19.8 Bayesian Statistics -- 19.9 Naive Bayesian Statistics -- 19.10 Bayesian Networks -- 19.11 Choosing Priors: Maximum Entropy or Domain Knowledge -- 19.12 Further Reading -- 19.13 Glossary -- Chapter 20 Programming Language Concepts -- 20.1 Programming Paradigms -- 20.2 Compilation and Interpretation -- 20.3 Type Systems -- 20.4 Further Reading -- 20.5 Glossary -- Chapter 21 Performance and Computer Memory -- 21.1 Example Script -- 21.2 Algorithm Performance and Big-O Notation -- 21.3 Some Classic Problems: Sorting a List and Binary Search…”

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Tabla de Contenidos: “…Arithmetic operations -- Logical operations -- Data loading and working with different file formats -- Transforming a DataFrame into another file format -- Summary -- Chapter 4: Data Analysis, Wrangling, and Transformation -- Technical requirements -- Transforming data -- Replacing missing values -- Removing duplicates -- Data transformation with the map function -- Data transformation with the apply function -- Filtering and querying -- Random sampling -- Encoding DataFrames and Series -- Combining datasets -- DataFrame merge -- Data concatenation -- Series data accessors -- Calculating statistics -- Calculating statistics by axis -- Summary -- Chapter 5: Data Visualization with Plotly.js -- Technical requirements -- A brief primer on Plotly.js -- Using Plotly.js via a script tag -- Fundamentals of Plotly.js -- Data format -- Configuration options for plots -- Plotly layout -- Creating basic charts with Plotly.js -- Creating statistical charts with Plotly.js -- Creating histogram plots with Plotly.js -- Creating box plots with Plotly.js -- Creating violin plots with Plotly.js -- Summary -- Chapter 6: Data Visualization with Danfo.js -- Technical requirements -- Setting up Danfo.js for plotting -- Adding Danfo.js to your code -- Downloading a dataset for plotting -- Creating line charts with Danfo.js -- Creating scatter plots with Danfo.js -- Creating box and violin plots with Danfo.js -- Making box and violin plots for a Series -- Box and violin plots for multiple columns -- Box and violin plots with specific x and y values -- Creating histograms with Danfo.js -- Creating a histogram from a Series -- Creating a histogram from multiple columns -- Creating bar charts with Danfo.js -- Creating a bar chart from a Series -- Creating a bar chart from multiple columns -- Summary -- Chapter 7: Data Aggregation and Group Operations -- Technical requirements…”

Tabla de Contenidos: “…RMSE calculation with MLlib -- RMSE calculation with R -- Explanations of the results -- Biggest influencers -- Visualizing trends -- The rules of sending out alerts -- Scores to rank city zones -- Summary -- Chapter 10: Learning Telco Data on Spark -- Spark for using Telco Data -- The use case -- Spark computing -- Methods for learning from Telco Data -- Descriptive statistics and visualization -- Linear and logistic regression models -- Decision tree and random forest -- Data and feature development -- Data reorganizing -- Feature development and selection -- Model estimation -- SPSS on Spark - SPSS Analytics Server -- Model evaluation -- RMSE calculations with MLlib -- RMSE calculations with R -- Confusion matrix and error ratios with MLlib and R -- Results explanation -- Descriptive statistics and visualizations -- Biggest influencers -- Special insights -- Visualizing trends -- Model deployment -- Rules to send out alerts -- Scores subscribers for churn and for Call Center calls -- Scores subscribers for purchase propensity -- Summary -- Chapter 11: Modeling Open Data on Spark -- Spark for learning from open data -- The use case -- Spark computing -- Methods for scoring and ranking -- Cluster analysis -- Principal component analysis -- Regression models -- Score resembling -- Data and feature preparation -- Data cleaning -- Data merging -- Feature development -- Feature selection -- Model estimation -- SPSS on Spark - SPSS Analytics Server -- Model evaluation -- RMSE calculations with MLlib -- RMSE calculations with R -- Results explanation -- Comparing ranks -- Biggest influencers -- Deployment -- Rules for sending out alerts -- Scores for ranking school districts -- Summary -- Index…”

“…Supports its findings with statistics from around the world.Relevant for researchers and prof…”

Tabla de Contenidos: “…Chapter 8: Managing and Fine-Tuning Solr -- JVM configuration -- Managing the memory heap -- Managing solrconfig.xml -- User-defined properties -- Implicit Solr core properties -- Managing backups -- Backup in SolrCloud -- Standalone mode backups -- Backup API -- Backup status -- API to restore -- Restore status API -- Snapshot API -- JMX with Solr -- JMX configuration -- Logging configuration -- Log settings using the admin web interface -- Log level at startup -- Setting the environment variable -- Passing parameters in the startup script -- Configuring Log4J for logging -- SolrCloud overview -- SolrCloud in interactive mode -- SolrCloud - core concepts -- Routing documents -- Splitting shards -- Setting up ignore commits from client applications -- Enabling SSL - Solr security -- Prerequisites -- Generating a key and self-signed certificate -- Starting Solr with SSL system properties -- Performance statistics -- Statistics for request handlers -- Summary -- Chapter 9: Client APIs - An Overview -- Client API overview -- JavaScript Client API -- SolrJ Client API -- Ruby Client API -- Python Client API -- Summary -- Index…”

Tabla de Contenidos: “…-- 1.10 The main financial instruments 2007-2013 -- 1.11 GIF -- 1.11.1 Statistical data -- 1.12 The SMEG -- 1.12.1 Statistical data -- 1.13 The CBS -- 1.14 Financial engineering instruments -- 1.14.1 JEREMIE -- 1.14.2 The advantages of the JEREMIE programme -- 1.14.3 JESSICA -- 1.14.4 JASPERS -- Statistical data -- 1.14.5 JASMINE -- Summary of data collected on financial engineering instruments -- 1.15 COSME 2014-2020 -- 1.16 EFG -- 1.17 LGF -- 2 EU Cohesion Policy and Microfinance -- 2.1 Cohesion policy, EU structural funds and financial engineering instruments: regulatory framework and operational features under the programming periods 2000-2006 and 2007-2013 -- 2.1.1 The regulatory framework in the programming period 2000-2006: first implementing provisions in regulation (EC) no. 448/2004 -- 2.1.2 The regulatory framework of the programming period 2007-2013: specific features of the financial engineering instruments -- The general regulation (EC) no. 1083/2006 and implementing provisions in regulation (EC) no. 1828/2006…”

Tabla de Contenidos: “…Collecting Data on Customer Expectations and Needs -- Customer Service and Support -- Surveys -- Guidelines for Developing Questions -- Response Types -- Survey Development Case Study -- Establishment of the General Aim of the Activity Studied -- Interview Plan -- Collection of Data -- Classification of Data -- Interpretation of Data -- Survey Item Development -- Survey Administration and Pilot Study -- Focus Groups -- Chapter 7: Benchmarking -- Getting Started with Benchmarking -- Why Benchmarking Efforts Fail -- Chapter 8: Organizational Assessment -- Assessing Quality Culture -- Organizational Metrics -- Cost of Quality -- Part III: Process Control -- Chapter 9: Quantifying Process Variation -- Descriptive Statistics -- Enumerative and Analytic Studies -- Acceptance Sampling -- Statistical Control Charts -- Variable Control Charts -- Average and Range Control Charts -- Average and Standard Deviation Control Charts -- Control Charts for Individual Measurements (X Charts) -- Control Charts for Attributes Data -- Control Charts for Proportion Defective (p Charts) -- Control Charts for Count of Defectives (np Charts) -- Control Charts for Average Occurrences-Per-Unit (u Charts) -- Control Charts for Counts of Occurrences-Per-Unit (c Charts) -- Control Chart Selection -- Control Chart Interpretation -- Using Specifications for Process Control -- Process Capability Studies -- How to Perform a Process Capability Study -- Statistical Analysis of Process Capability Data -- Control Chart Method: Attributes Data -- Control Chart Method: Variables Data -- Process Capability Indexes -- Interpreting Capability Indexes -- Chapter 10: Quality Audits -- Types of Quality Audits -- Product Audits -- Process Audits -- Systems Audits -- Internal Audits -- Two-Party Audits -- Third-Party Audits -- Desk Audits -- Planning and Conducting the Audit…”

Tabla de Contenidos: “…Lal and Robert W. Hobson II -- Statistical and experimental design issues in the evaluation of carotid artery stenting / George Howard, Brent J. …”
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Tabla de Contenidos: “…Cover -- List of Tables -- List of Figures -- Introduction and Overview -- 1 The Semi-Elasticity of Poverty Reduction -- 1.1 Introduction -- 1.2 Influence of Income and Distribution Changes -- 1.3 Growth Elasticity versus Semi-Elasticity -- 1.4 Empirical Results -- 1.5 Conclusion -- 2 Undernutrition and the Nutrition Transition -- 2.1 Introduction -- 2.2 Data -- 2.3 The new WHO Child Growth Standard -- 2.4 The Nutrition Transition -- 2.5 Results -- 2.5.1 The theoretical composition of the underweight indicator -- 2.5.2 The empirical composition of the underweight indicator -- 2.5.3 The Composition of Undernutrition across countries -- 2.5.4 Composition of Undernutrition across subgroups -- 2.5.5 Changes in Undernutrition over Time -- 2.6 Conclusion -- 3 A Regional Puzzle of Child Mortality and Undernutrition -- 3.1 Introduction -- 3.1.1 Child Mortality and Undernutrition -- 3.1.2 The South Asia - Sub-Saharan Africa Enigma -- 3.2 Methodology -- 3.2.1 Multilevel Analysis -- 3.2.2 The Basic Multilevel Model -- 3.2.3 Model Specification -- 3.3 Empirical Analysis -- 3.3.1 Data Description -- 3.3.2 Descriptive Statistics -- 3.3.3 Regression Results -- 3.3.4 Simulations -- 3.4 Conclusion -- 4 A Human Development Index by Income Groups -- 4.1 Introduction -- 4.2 Methodology -- 4.2.1 General idea and overview -- 4.2.2 Imputing income for DHS households -- 4.2.3 Calculating the life expectancy index by income quintiles -- 4.2.4 Calculating the education index by income quintiles -- 4.2.5 Calculating the GDP index by income quintiles -- 4.2.6 Calculating the overall HDI and the HDI by income quintiles -- 4.2.7 Calculating the HDI by income quintiles for OECD countries -- 4.3 Illustrating sample of countries -- 4.4 Results -- 4.5 Limits of the approach -- 4.6 Conclusion -- Appendix B -- Appendix C -- Appendix D -- Bibliography…”

Tabla de Contenidos: “…With Copious Notes -- Elements of Chemistry, Including the Actual State and Prevalent Doctrines of the Science -- An Experimental Inquiry into the Cause of the Ascent and Descent of the Sap, with Some Observations upon the Nutrition of Plants, and the Cause of Exosmose and Endosmose -- Report to the House of Representatives of Massachusetts, of the Commissioners Appointed to Inquire into the Condition of Idiots in the Commonwealth -- A Few Remarks on the Expectant Treatment of Diseases -- Account of a New Anæsthetic Agent, as a Substitute for Sulphuric Ether, in Surgery and Midwifery -- Disinfection; or Remarks on the Health of Towns, and the Manufacture of Inodorous Azotized Manure from Animal and Vegetable Matter -- Illustrations of Instinct, Deduced from the Habits of British Animals -- Portraits of Diseases of the Skin -- A Brief Topographical and Historical Notice of Calcutta: With a Sketch of the Rise and Progress of Sanitary Improvement in the East Indies -- The Pocket Formulary and Synopsis of the British and Foreign Pharmacopœias; Comprising Standard and Approved Formulæ for the Preparations and Compounds Employed in Medical Practice -- An Essay on the Diseases of the Jaws, and Their Treatment -- Periscope: Anatomy and Physiology -- Periscope: Organic Chemistry -- Periscope: Pathology -- Periscope: Medicine -- Periscope: Surgery -- Periscope: Midwifery -- Periscope: Forensic Medicine -- Periscope: Medical Statistics…”

Tabla de Contenidos: “…A Multidisciplinary Research to Understand and to Correct the Impacts of Species Concepts and Ignored Cryptic Species on Biodiversity Assessments (Anne Chenuil) -- Chapter 7. Statistical Measures of Biological Diversity: A Unified Framework and Discussion (Vincenzo Crupi) -- Chapter 8. …”

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Tabla de Contenidos: “…NotesChapter 2: Hedge Fund Asset ClassDefinitionHedge Fund StructureHedge Fund StrategiesAdvantages of Allocating to Hedge FundsHedge Fund Size Impacts PerformancePart Two: Hedge Fund Due DiligenceChapter 3: Due Diligence ProcessKey Areas of Focus within each Component of Due DiligenceThe Due Diligence Process Highlighted in this BookPutting it all TogetherSome Initial ThoughtsChapter 4: Initial Data CollectionData CollectionDue Diligence Questionnaire (DDQ)Fictional Capital ManagementOther MaterialsFurther Analysis13F AnalysisHedge Fund JournalChapter 5: Initial InterviewInitial Call or MeetingPhone InterviewsMeeting NotesChapter 6: Quantitative AnalysisPerformance MeasuresAbsolute Return MeasuresAbsolute Risk MeasuresRegression Based StatisticsPeer Group AnalysisChapter 7: Portfolio AnalysisAttribution AnalysisFundamental AnalysisEvaluating Portfolio DataChapter 8: Onsite InterviewsOnsite Meeting StrategiesOne-on-One MeetingsMeeting with More than One PersonDifferent PerspectivesMeeting NotesOnsite Interviews at Fictional Capital Management (FCM)Chapter 9: Operational Due DiligenceCase Study: Bayou FundDefinitionImportance of Operational Due DiligenceCategorization of Operational Due DiligenceInterview with FCM Operational StaffNotesChapter 10: Risk Due DiligenceGraphical Depiction of Hedge Fund RisksRisk Due DiligenceFactor Decomposition AnalysisInterview with FCM Risk managerNotesChapter 11: Reference and Background ChecksOnlist and Offlist ReferencesInternet and Social MediaContacting ReferencesProblematic ReferencesWhose References should you Check?…”

Tabla de Contenidos: “…Avoiding problems - soldering quality; Have problems occurred?; Statistical process control; Solutions to problems; Chapter 9. …”

Tabla de Contenidos: “…Intro -- Halftitle Page -- Endrosement Page -- Title Page -- Copyright Page -- Dedication Page -- Contents -- List of Figures and Tables -- Acknowledgements -- Chapter 1: Class in Academia -- Overview -- Conducting the Research -- Positioning My Own Experiences -- Defining Class -- Overview of the Book -- Chapter 2: The Complex Question of Definition -- Overview -- Perspectives on Working-Class Academics -- Defining a Working-Class Academic -- Cultural Background -- Financial Challenges -- A Subjective Awareness of One's Class Identity Within the Academic Context -- The Impact of Habitus -- Cleft Habitus -- Abandoned Habitus -- Chameleon Habitus -- Disparities in Capital Accumulation -- Economic Capital -- Cultural Capital -- Social Capital -- Statistical Data on Working-Class Academics -- Academic Precarity -- Chapter 3: Classism -- Overview -- Stereotypes -- Derogatory Comments -- Food -- Humour -- Accent -- Microaggressions -- Minimisation -- The Impacts of Classism -- Imposter Syndrome -- Not Fitting In -- Isolation -- Poor Health -- Chapter 4: Intersectional Perspectives -- Overview -- Gender -- Academic Housekeeping -- Ethnicity -- Representation -- Classed and Racial Microaggressions -- Disability -- Precarity -- Reasonable Adjustments -- Conferences -- Chapter 5: The Impact of Place -- Overview -- Institution -- Elite Institutions -- Class Pride -- Russell Group Institutions -- Mentorship Gaps -- Inequities in Career Advancement -- Post-1992 Institutions -- Lack of Resources -- Universities Abroad -- Subject -- Social Sciences -- Education -- Geography -- Classical Studies -- Physics -- Practicality Versus Theory -- Chapter 6: Working-Class Academic Cultural Wealth -- Overview -- Community Cultural Wealth -- Aspirational Capital -- Navigational Capital -- Linguistic Capital -- Familial/Social Capital -- Resistance Capital…”

Tabla de Contenidos: “…TRENDS AND ECONOMIC IMPACT IN OECD COUNTRIES; Chapter 3 International Mobility of Highly Skilled Workers: from Statistical Analysis to Policy Formulation; Chapter 4 The Measurement of International Migration to Canada…”

Tabla de Contenidos: “…Summarizing the Data -- Summary -- 10 MEASURING THE TWITTER ACTIVITY OF POLITICAL ACTORS -- Getting Started -- Lambdas -- Filtering the Data Set -- Formatting the Data as datetimes -- Resampling the Data -- Plotting the Data -- Summary -- 11 WHERE TO GO FROM HERE -- Coding Styles -- Statistical Analysis -- Other Kinds of Analyses -- Conclusion -- Index…”