Tabla de Contenidos: “…Getting up and running with XEvent Profiler -- Remote collection with SQL LogScout -- Analyzing traces with RML Utilities -- Summary -- Chapter 9: Comparative Analysis of Query Plans -- Technical requirements -- Query plan analyzer -- Summary -- Chapter 10: Tracking Performance History with Query Store -- Technical requirements -- Introducing the Query Store -- Inner workings of the Query Store -- Configuring the Query Store -- Tracking expensive queries -- Fixing regressed queries -- Features that rely on the Query Store -- Query Store for readable secondary replicas -- Query Store hinting -- Parameter Sensitive Plan Optimization -- Automatic Plan Correction -- Degree of parallelism feedback -- Optimized plan forcing -- Summary -- Chapter 11: Troubleshooting Live Queries -- Technical requirements -- Using Live Query Statistics -- Understanding the need for lightweight profiling -- Diagnostics available with Lightweight Profiling -- Activity Monitor gets new life -- Summary -- Chapter 12: Managing Optimizer Changes -- Technical requirements -- Understanding where QTA and CE feedback are needed -- Understanding QTA fundamentals -- Exploring the QTA workflow -- Summary -- Index -- Other Books You May Enjoy…”

Tabla de Contenidos: “…Cover -- Copyright -- Contributors -- Table of Contents -- Preface -- Chapter 1: Acquiring Financial Data -- Getting data from Yahoo Finance -- Getting data from Nasdaq Data Link -- Getting data from Intrinio -- Getting data from Alpha Vantage -- Getting data from CoinGecko -- Summary -- Chapter 2: Data Preprocessing -- Converting prices to returns -- Adjusting the returns for inflation -- Changing the frequency of time series data -- Different ways of imputing missing data -- Converting currencies -- Different ways of aggregating trade data -- Summary -- Chapter 3: Visualizing Financial Time Series -- Basic visualization of time series data -- Visualizing seasonal patterns -- Creating interactive visualizations -- Creating a candlestick chart -- Summary -- Chapter 4: Exploring Financial Time Series Data -- Outlier detection using rolling statistics -- Outlier detection with the Hampel filter -- Detecting changepoints in time series -- Detecting trends in time series -- Detecting patterns in a time series using the Hurst exponent -- Investigating stylized facts of asset returns -- Summary -- Chapter 5: Technical Analysis and Building Interactive Dashboards -- Calculating the most popular technical indicators -- Downloading the technical indicators -- Recognizing candlestick patterns -- Building an interactive web app for technical analysis using Streamlit -- Deploying the technical analysis app -- Summary -- Chapter 6: Time Series Analysis and Forecasting -- Time series decomposition -- Testing for stationarity in time series -- Correcting for stationarity in time series -- Modeling time series with exponential smoothing methods -- Modeling time series with ARIMA class models -- Finding the best-fitting ARIMA model with auto-ARIMA -- Summary -- Chapter 7: Machine Learning-Based Approaches to Time Series Forecasting…”

Tabla de Contenidos: “…Age Patterns of Increase -- Birth Statistics -- GEOGRAPHIC DISTRIBUTION -- Errors of Closure for States -- Births and Deaths -- CONCLUSION -- REFERENCES -- 5 Tribal Membership Requirements and the Demography of "Old" and "New" Native Americans -- INTRODUCTION -- OLD" AND "NEW" NATIVE AMERICANS -- TRIBAL MEMBERSHIP REQUIREMENTS -- IMPLICATIONS OF URBANIZATION AND INTERMARRIAGE -- CONCLUSIONS -- References -- 6 Problems in Sampling the Native American and Alaska Native Populations -- INTRODUCTION -- TWO EXAMPLES OF SURVEYS OF THE NATIVE AMERICAN POPULATION -- PROBLEMS OF DEFINITION -- THE PROBLEM OF CULTURAL SUBGROUPS -- A SAMPLING STRATEGY -- CONCLUDING REMARKS -- REFERENCES -- III Social and Economic Conditions -- 7 The Individual Economic Well-Being of Native American Men and Women During the 1980s: A Decade of Moving Backwards -- INTRODUCTION -- A SIMPLE METHOD OF ANALYSIS AND DATA PRESENTATION -- ANNUAL INCOME, ANNUAL EARNINGS, ANNUAL HOURS WORKED, AND HOURLY EARNINGS -- THE INCOME EQUATION -- EQUATIONS FOR HOURLY EARNINGS AND ANNUAL HOURS WORKED -- PULLING THE THREADS TOGETHER -- CONCLUDING COMMENTS -- References -- 8 American Indian Poverty on Reservations, 1969-1989 -- INTRODUCTION -- DATA -- DESCRIPTIVE RESULTS -- Comparisons of Poverty Rates -- Comparisons of Income -- DISCUSSION -- Spatial Variations in Income and Poverty -- Business Cycle Factors -- Migration and Changes in Self-identification -- Possible Demographic Explanations -- Possible Political Explanations -- Changes in Federal Expenditures -- Increases in Wage Inequality -- Changes in Gambling and Casinos as a Possible Explanation -- MULTIVARIATE ANALYSIS -- CONCLUSION -- References -- 9 The Demography of American Indian Families -- INTRODUCTION -- LIMITATIONS OF CENSUS DATA FOR UNDERSTANDING AMERICAN INDIAN FAMILIES -- GROUPS WITHIN THE AMERICAN INDIAN POPULATION…”

Tabla de Contenidos: “…Bibliography; Chapter 3. Statistical Behavior of Stirred Waves in an Oversized Cavity; 3.1. …”
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Tabla de Contenidos: “…; 6.2 The Returns Model; 6.2.1 The Least-Squares Regression Solution; 6.2.2 Statistical Approaches; 6.2.3 Hybrid Solutions; 6.3 Estimation Universe; 6.4 Model Factors…”

Tabla de Contenidos: “…-- Introducing artificial intelligence and machine learning -- The machine learning way -- Scenario #1: Predicting market prices -- Scenario #2: Segmenting customers -- Scenario #3: Finding the best ad strategy -- The business value of learning machines -- Three types of learning algorithms -- Supervised learning -- Unsupervised learning -- Reinforcement learning -- Selecting the right learning algorithm -- Evaluating performance -- Regression -- Classification -- Underfitting and overfitting -- Validating a model -- Pulling it all together -- Summary -- Chapter 5: Applying Machine Learning at Work -- Predicting numbers through regressions -- Statistics -- Partitioning…”

Tabla de Contenidos: “…Polar Charts -- Summary -- Chapter 10: Working with Colors -- pcolor() -- pcolormesh() -- colorbar() -- Summary -- Chapter 11: 3D Visualizations in Matplotlib -- Getting Ready -- Plotting 3D Lines -- 3D Scatter Plots -- 3D Contours -- Wireframes, Surfaces, and Sample Data -- Bar Graphs -- Quiver and Stem Plots -- 3D Volumes -- Summary -- Chapter 12: Animations with Matplotlib -- Animation Basics -- Celluloid Library -- Summary -- Chapter 13: More Visualizations with Matplotlib -- Visualizing a Function as an Image and a Contour -- 3D Vignettes -- Decorated Scatter Plots -- Time Plots and Signals -- Filled Plots -- Step Plots -- Hexbins -- XKCD Style -- Summary -- Chapter 14: Introduction to Pandas -- Introduction to Pandas -- Series in Pandas -- Basic Operations on Series -- Dataframe in Pandas -- Summary -- Chapter 15: Data Acquisition -- Plain-Text File Handling -- Handling CSV Files with Python -- Python and Excel -- Writing and Reading Files with NumPy -- Reading the Data from a CSV File with NumPy -- Matplotlib CBook -- Reading Data from a CSV -- Reading Data from an Excel File -- Reading Data from JSON -- Reading Data from a Pickle File -- Reading Data from the Web -- Interacting with the Web API -- Reading Data from a Relational Database Table -- Reading Data from the Clipboard -- Summary -- Chapter 16: Visualizing Data with Pandas and Matplotlib -- Simple Plots -- Bar Graphs -- Histograms -- Box Plots -- Area Plots -- Scatter Plots -- Hexagonal Bin Plots -- Pie Charts -- Summary -- Chapter 17: Introduction to Data Visualization with Seaborn -- What Is Seaborn? -- Plotting Statistical Relationships -- Plotting Lines -- Visualizing the Distribution of Data -- Summary -- Chapter 18: Visualizing Real-Life Data with Matplotlib and Seaborn -- COVID-19 Pandemic Data -- Fetching the Pandemic Data Programmatically…”

Tabla de Contenidos: “…; 6.5.1 . What usage statistics tell us; 6.6 . Assessing student learning; 6.7 . …”

Tabla de Contenidos:

Tabla de Contenidos: “…Growth and Decay Functions with a Natural Logarithmic Base; 3 Statistical Measures; 3.1. Basic Combinatorial Rules and Concepts; 3.2. …”

Tabla de Contenidos: “…Preamble / Janet Lord -- Article 1: Purpose / Emily Kakoullis and Yoshikazu Ikehara -- Article 2: Definitions / Anna Nilsson -- Article 3: General principles / Sarah Arduin -- Article 4: General obligations / Andrea Broderick -- Article 5: Equality and non-discrimination / Jessica Lynn Corsi -- Article 6: Women with disabilities / Roxanne Mykitiuk and Ena Chadha -- Article 7: Children with disabilities / Ilias Bantekas -- Article 8: Awareness-raising / Francisco Bariffi -- Article 9: Accessibility / Anna Lawson -- Article 10: Right to life / Smitha Nizar -- Article 11: Situations of risk and humanitarian emergencies / Stephanie Motz -- Article 12: CRPD : equal recognition before the law / Lucy Series and Anna Nilsson -- Article 13: Access to justice / Eilionor Flynn -- Article 14: Liberty and security of the person / Michael Perlin and Eva Szeli -- Article 15: Protection against torture and cruel or inhuman or degrading treatment or punishment / Phil Fennell -- Article 16: Freedom from exploitation, violence, and abuse / Amanda Keeling -- Article 17: Protecting the integrity of the person / Francesco Seatzu -- Article 18: Liberty of movement and nationality / Lawrence Mute -- Article 19: Living independently and being included in the community / János Fiala-Butora, Arie Rimmerman, and Ayelet Gur -- Article 20: Personal mobility / Lalin Kovudhikulrungsri and Aart Hendriks -- Article 21: Freedom of expression and opinion, and access to information / Eliza Varney -- Article 22: Respect for privacy / Molly Land, Anthony Giannoumis, Aga Kitkowska, and Maria Mikhaylova --- Article 23: Respect for home and family / János Fiala-Butora -- Article 24: Education / Dimitris Anastasiou, Michael Gregory, and James M Kauffman -- Article 25: Health / Penelope Weller -- Article 26: Habilitation and rehabilitation / Jerome Bickenbach and Dimitrios Skempes -- Article 27: Work and employment / Ilias Bantekas, Facundo Pennilas, and Stefan Trömel -- Article 28: Adequate standard of living and social protection / Kevin Cremin -- Article 29: Participation in political and public life / Ilze Grobelaar Du Plessis and Jehoshaphat Njau -- Article 30: Participation in cultural life, recreation, leisure, and sport / Ilias Bantekas, Pok Yin Stephenson Chow, Stavroula Karapapa, and Eleni Polymenopoulou -- Article 31: Statistics and data collection / Mads Pedersen and Federico Ferretti -- Article 32: International cooperation / Janet E Lord and Michael Ashley Stein -- Article 33: National implementation and monitoring / Valentin Aichele -- Article 34: Committee on the Rights of Persons with Disabilities / Katherine Guernsey -- Article 35: Reports by States Parties / Arlene Kanter -- Article 36: Consideration of reports / Helene Combrinck -- Article 37: Cooperation between States Parties and the Committee / Kris Gledhill -- Article 38: Relationship of the Committee with other bodies / Ilias Bantekas -- Article 39: Report of the Committee / Mary Pat Treuthart -- Article 40: Conference of States Parties / Ilias Bantekas -- Article 41: The Secretary-General of the United Nations shall be the depositary of the present convention / Ilias Bantekas -- Article 42: Signature / Ilias Bantekas -- Article 43: Consent to be bound / Ilias Bantekas -- Article 44: Regional integration organizations / Jacob Katz Cogan -- Article 45: Entry into force / Ilias Bantekas -- Article 46: Reservations / Ilias Bantekas -- Article 47: Amendments / Konstantinos Magliveras -- Article 48: Denunciation / Ilias Bantekas -- Article 49: Accessible format / Eliza Varney -- Article 50: Authentic texts / Ilias Bantekas -- Optional Protocol to the Convention on the Rights of Persons with Disabilities / Tina Stavrinaki…”

Tabla de Contenidos: “…Burrows-Wheeler Compression; 7.1 Introduction; 7.2 The Burrows-Wheeler Algorithm; 7.3 The Burrows-Wheeler Transform; 7.4 Basic Implementations; 7.5 Relation to Other Compression Algorithms; 7.6 Improvements to Burrows-Wheeler Compression; 7.7 Preprocessing; 7.8 The Permutation; 7.9 Move-To-Front; 7.10 Statistical Compressor; 7.11 Eliminating Move-To-Front; 7.12 Using the Burrows-Wheeler Transform in File Synchronization; 7.13 Final Comments; 7.14 Recent Developments; 7.15 References; Chapter 8. …”

Tabla de Contenidos: “…The Nanotechnology Business; 5.1 Nanotechnology Statistics; 5.2 The Total Market; 5.3 The Current Situation; 5.4 Consumer Products…”

Tabla de Contenidos: “…7.2 A New Source of Concern: Weitzman's Dismal Theorem 7.3 Implications of the "Dismal Theorem"; 7.4 Some Concluding Remarks; 7.5 References; 8 Incentives for Investing in Renewables; 8.1 Introduction and Background; 8.2 Subsidies for Energy; 8.3 The Model; 8.4 Statistical Estimations; 8.5 Risk Analysis; 8.6 Conclusions; 8.7 References; 9 Hedging the Risk of an Energy Futures Portfolio; 9.1 Mapping Portfolios to Constant Maturity Futures; 9.2 The Portfolio and its Key Risk Factors; 9.3 Identifying the Key Risk Factors; 9.4 Hedging the Portfolio Risk; 9.5 Conclusions; 9.6 References…”

Tabla de Contenidos: “…Open, Edit, and Remove OLE ObjectsEnter Data in a Multivalued Field; Delete Records; Resize Datasheet Columns and Rows; Sort Records; Display Summary Statistics; Print a Datasheet or Form; Chapter 3 Working with Tables; Plan Effective Tables; Create a Table from a Template; Save a Table; Create a Table in Datasheet View; Create a Table by Copying Another Table's Structure; Create a SharePoint List; Create a Table in Design View; Understanding Primary and Composite Keys; Set the Primary or Composite Key; Rename a Table; Delete a Table; Chapter 4 Working with Fields; Open a Table in Design View…”

Tabla de Contenidos: “…Analysis of Complex Networks From Biology to Linguistics; Contents; Preface; List of Contributors; 1 Entropy, Orbits, and Spectra of Graphs; 1.1 Introduction; 1.2 Entropy or the Information Content of Graphs; 1.3 Groups and Graph Spectra; 1.4 Approximating Orbits; 1.4.1 The Degree of the Vertices; 1.4.2 The Point-Deleted Neighborhood Degree Vector; 1.4.3 Betweenness Centrality; 1.5 Alternative Bases for Structural Complexity; References; 2 Statistical Mechanics of Complex Networks; 2.1 Introduction; 2.1.1 Network Entropies; 2.1.2 Network Hamiltonians; 2.1.3 Network Ensembles…”

Tabla de Contenidos: “…Hierarchical Encoding Schemes; 11.1 ZIP codes; 11.2 Dewey Decimal Classification; 11.3 Strength and Weaknesses; 11.4 Shop Categories; 11.5 Statistical Tools for Decision Trees; Chapter 12. Hierarchical Database Systems (IMS); 12.1 Types of Databases; 12.2 Database History; 12.3 Sample Hierarchical Database; 12.4 Summary; Appendix: Readings and Resources; Index…”

Tabla de Contenidos: “…TRADING MODELS; 11.1 Introduction; 11.2 Real-Time Trading Strategies; 11.3 Risk Sensitive Performance Measures; 11.4 Trading Model Algorithms; 11.5 Optimization and Testing Procedures; 11.6 Statistical Study of a Trading Model; 11.7 Trading Model Portfolios; 11.8 Currency Risk Hedging; CHAPTER 12. …”

Tabla de Contenidos: “…2.8 CHOOSING TO COLLECT STATISTICS2.9 POLICY CONTROL; CHAPTER 3: IP-Based Service Implementation and Network Management; 3.1 SIMPLE NETWORK MANAGEMENT PROTOCOL; 3.2 IP-BASED SERVICE IMPLEMENTATION-OSS; 3.3 PROVISIONING ISSUES; 3.4 NETWORK MANAGEMENT ISSUES; 3.5 OSS ARCHITECTURE; 3.6 SUMMARY; CHAPTER 4: Network Management Architecture; 4.1 BACKGROUND; 4.2 DEFINING NETWORK MANAGEMENT; 4.3 NETWORK MANAGEMENT MECHANISMS; 4.4 ARCHITECTURAL CONSIDERATIONS; 4.5 SUMMARY; CHAPTER 5: SLA and Network Monitoring; 5.1 APPROACHES FOR NETWORK MONITORING; 5.2 PASSIVE NETWORK MONITORING…”