Tabla de Contenidos: “…Providing Information for the Clinical Enterprise (17th Health Sciences Lively Lunch); Statistical Analysis, Data Visualization, and Business Intelligence Tools for Electronic Resources in Academic Libraries; Prologue to Perfectly Parsing Proxy Patterns; Reviewing A & Is and Aggregators in a Large Research Library Collection; Up & Comers…”

Tabla de Contenidos: “…Measuring Reliability - The Standard Deviation; Distance as a measure of representation; Computing graphing the standard deviation; Evaluating change using mean and standard deviation; Computing the comparison of means statistic; Things to remember…”

Tabla de Contenidos: “…""4.5 Collecting data""""The literature review""; ""The workshops""; ""Magisterial district statistics""; ""4.6 Conclusion""; ""Chapter 5: Patterns of land use in South Africa""; ""5.1 People and the land""; ""5.2 Land tenure systems""; ""Freehold and communal systems of tenure""; ""The distribution of agricultural systems in South Africa""; ""Comparing commercial and communal areas""; ""Interpreting information: a few considerations""; ""5.3 Land use patterns""; ""Land use patterns, trends and intensities""; ""Cropland""; ""Grazing land or veld""; ""Commercial forests""…”

Tabla de Contenidos: “…Intro -- Acknowledgments -- Basic statistics of Peru, 2022 -- Executive summary -- Growth has slowed -- Structural reforms are key to boost long-term growth -- Reducing informality is a key priority -- 1 Key Policy Insights -- Achieving higher living standards requires ambitious structural reforms -- The economy is resilient, but there are significant risks -- Activity has slowed down and inflation remains high -- Economic growth will remain weak in an uncertain environment -- Short to long-term downside risks loom large -- Financial stability risks seem contained -- The macroeconomic framework could be further strengthened -- Reforms are needed to increase efficiency of public finances -- Fiscal policy should remain prudent and rebuild fiscal buffers -- A comprehensive tax reform is needed to address long-standing challenges -- Making public spending more effective by reforming subnational finances -- A long-term politically feasible fiscal reform agenda -- Addressing climate change risks to foster sustainable and inclusive growth -- Deep emissions reductions are required for Peru to reach net zero -- Further efforts are needed to reverse deforestation -- Reducing GHG emissions from energy and transport -- References -- 2 Boosting long-term growth -- Introduction: Peru's long-term growth challenges -- An analysis of Peru's business environment -- Promoting competitive and innovative markets -- Fostering competitive markets with effective competition policy -- Reducing compliance costs with regulation -- Advancing the modernisation of regulatory policy -- Leveraging financial inclusion and promoting financial competition -- Diversifying exports and moving up the value chain -- Improving innovation and R&amp -- D support -- Strengthening the rule of law -- Continuing the fight against corruption -- Improving judicial performance…”

Tabla de Contenidos: “…3 Changes in Forest Dynamics 4 Food Security Implications of Forest and Soil Responses to Global Change; 5 Soil Characteristics as Tools for Adaptive Management; References; Plant Nutrients; Abstract; 1 Introduction; 2 Availability of P and K Fertilisers: Supply, Demand and Price; 3 Nutrient Audits and Fertiliser Use Statistics - Evidence of Need; 4 Projections of Need to Support a Growing World Population; 5 Mineral Dissolution Rates in the Soil System; 6 Possible Alternatives to Conventional Fertiliser Products; 7 Conclusions; References…”

Tabla de Contenidos: “…-- Language Models -- Statistical Models (N-Grams) -- Knowledge-Based Models -- Contextual Language Models -- Neural Network-Based Models -- Feedforward Neural Networks -- Recurrent Neural Networks (RNNs) -- Long Short-Term Memory (LSTM) -- Gated Recurrent Units (Grus) -- Transformer Models…”

Tabla de Contenidos: “…Utilizing Existing Statistics, Jackei D. Sieppert, Steven L. McMurtry, and Robert W. …”

Tabla de Contenidos: “….] -- Applications of usage statistics / Hana Levay -- How not to read a million books / Tanya Clement ... …”

Tabla de Contenidos: “…: steps to take before investing in AI / by Anastassia Fedyk -- A refresher on statistical significance: check if your results are real or just luck / by Amy Gallo -- Linear thinking in a nonlinear world: a common mistake that leads to errors in judgment / by Bart de Langhe, Stefano Puntoni, and Richard Larrick -- Pitfalls of data-driven decisions: the cognitive traps to avoid / by Megan MacGarvie and Kristina McElheran -- Don't let your analytics cheat the truth: always ask for the outliers / by Michael Schrage -- Section 4. …”

Tabla de Contenidos: “…Time-Series Data -- Time-Series Analysis and Forecasting -- Memory Requirements -- More Storage -- More RAM -- Case Study: Gathering the Real-Time Industry Data -- Storing Collected Data Using Pandas -- Dataframes -- Saving Data as a CSV File -- Saving as an Excel File -- Reading Saved Data Files -- Adding the Date and Time to the Real-Time Data -- Industry Data from the Temperature and Humidity Sensor -- Chapter 5: Preparing the Data -- Pandas and Data Structures -- Installing and Using Pandas -- Pandas Data Structures -- Series -- DataFrame -- Reading Data -- Reading CSV Data -- Reading Excel Data -- Reading URL Data -- Cleaning the Data -- Handling Missing Values -- Handling Outliers -- Z-Score -- Filtering Out Inappropriate Values -- Removing Duplicates -- Chapter 6: Visualizing the Data -- Matplotlib Library -- Scatter Plot -- Line Plot -- Histogram -- Bar Chart -- Pie Chart -- Other Plots and Packages -- Chapter 7: Analyzing the Data -- Exploratory Data Analysis -- Choosing a Dataset -- Modifying the Columns in the Dataset -- Statistical Analysis -- Uniform Distribution -- Binomial Distribution -- Normal Distribution -- Statistical Analysis of Boston Housing Price Dataset -- Chapter 8: Learning from Data -- Forecasting from Data Using Regression -- Linear Regression using Scikit-Learn -- Principal Component Analysis -- Outlier Detection Using K-Means Clustering -- Chapter 9: Case Studies -- Case Study 1: Human Emotion Classification -- Methodology -- Dataset -- Interfacing the Raspberry Pi with MindWave Mobile via Bluetooth -- Data Collection Process -- Features Taken from the Brain Wave Signal -- Unstructured Data to Structured Dataset -- Exploratory Data Analysis from the EEG Data -- Classifying the Emotion Using Learning Models -- Case Study 2: Data Science for Image Data -- Exploratory Image Data Analysis…”

Tabla de Contenidos: “…Intro -- Table of Contents -- About the Authors -- About the Technical Reviewer -- Acknowledgments -- Introduction -- Part I: Methods and Tools -- Chapter 1: Methodical Performance Tuning -- A Cautionary Tale -- Symptomatic Performance Tuning -- Systematic Performance Tuning -- Anatomy of a Database Request -- The Layers of a MongoDB Database -- Minimizing the Application Workload -- Reducing Physical IO -- Optimizing Disk IO -- Cluster Tuning -- Summary -- Chapter 2: MongoDB Architecture and Concepts -- The MongoDB Document Model -- JSON -- Binary JSON (BSON) -- Collections -- MongoDB Schemas -- The MongoDB Protocol -- Wire Protocol -- MongoDB Drivers -- MongoDB Commands -- The find Command -- The aggregate Command -- Data Manipulation Commands -- Consistency Mechanisms -- Read Preference and Write Concern -- Transactions -- Query Optimization -- MongoDB Architecture -- Mongod -- Storage Engines -- Replica Sets -- Sharding -- Sharding Mechanisms -- Cluster Balancing -- Conclusion -- Chapter 3: Tools of the Trade -- Introduction to explain() -- Getting Started with explain() -- Alternate Plans -- Execution Statistics -- Using explain() to Tune a Query -- Visual Explain Utilities -- The Query Profiler -- The system.profile Collection -- Analyzing Profiling Data -- Tuning with MongoDB Logs -- Server Statistics -- Examining Current Operations -- Operating System Monitoring -- MongoDB Compass -- Summary -- Part II: Application and Database Design -- Chapter 4: Schema Modelling -- The Guiding Principles -- Linking vs. …”

Tabla de Contenidos:

Tabla de Contenidos: “…Query Performance Tuning -- EXPLAIN -- EXPLAIN Options -- Sample Runs and Output -- Graphical Outputs -- Gathering Statistics on Statements -- Guiding the Query Planner -- Strategy Settings -- How Useful Is Your Index? …”

Tabla de Contenidos: “…Using the Projected Balance Sheet for Decision Making: Retention Decisions -- THIRD-PASS FORECAST -- Problems and Limitations Associated with the Basic Model -- Case Study -- Chapter 3 MANAGEMENT USES OF THE FORECASTING TECHNIQUE: A CASE ANALYSIS ON WORKING CAPITAL PLANNING -- LEARNING OBJECTIVE -- The Davidson Toy Company -- WORKSHEETS -- Chapter 4 USING FORECASTING TO PLAN THE COMPANY'S CAPITAL STRUCTURE -- LEARNING OBJECTIVES -- Value of the Firm -- KNOWLEDGE CHECK -- The Effect of Debt on the Cost of Capital -- DEBT EFFECT -- KNOWLEDGE CHECK -- CONCLUSION -- RISK EFFECT -- Other Factors: Bankruptcy Costs -- BANKRUPTCY COSTS -- PROBABILITY OF BANKRUPTCY -- Financing the Expected Funds Needed (EFN): Capital Structure Theory -- BASIC IDEAS -- Relation of Cost of Capital and Value to Debt Ratio -- Optimal Capital Structure -- HOW TO USE THIS IDEA -- Factors Influencing Debt Usage -- SALES GROWTH RATE -- SALES STABILITY -- ASSET AND COST STRUCTURE AND OPERATING LEVERAGE -- CONTROL -- OTHER FACTORS INFLUENCING DEBT USAGE -- Short Versus Long-Term Debt -- KNOWLEDGE CHECK -- Case Studies -- Chapter 5 FORECASTING THE BALANCE SHEET: STATISTICAL PROCEDURES -- LEARNING OBJECTIVES -- Statistical Procedure Regression -- Advantages of Regression Analysis -- KNOWLEDGE CHECK -- Finding a Trend Line with Two Data Points -- KNOWLEDGE CHECK -- Regression Analysis -- Using Regression: An Example -- KNOWLEDGE CHECK -- THE CORRELATION COEFFICIENT -- KNOWLEDGE CHECK -- Regression and Forecasting the Balance Sheet: An Example -- ASSUME -- Using Regression to Forecast the Income Statement -- Chapter 6 FORECASTING THE INCOME STATEMENT -- LEARNING OBJECTIVES -- How Expenses Vary with Sales Changes -- PREDICTING EXPENSES -- PREPARE FORECAST WITH CONSIDERABLE DETAIL -- FIXED EXPENSES -- CHANGES IN FIXED EXPENSES -- VARIABLE EXPENSES -- CHANGES IN VARIABLE RATES…”

Tabla de Contenidos: “…Front Cover -- Multi-Dimensional Imaging with Synthetic Aperture Radar -- Copyright -- Contents -- Authors' biographies -- 1 Introduction -- 1.1 Brief history of radar and SAR development -- 1.2 Radar: detection and ranging -- 1.3 Radar imaging -- 1.4 Radar equation -- 1.4.1 Concentrated target -- 1.4.2 Distributed target -- 1.5 Interferometry -- 1.6 Differential SAR interferometry -- 1.7 Advanced differential SAR interferometry -- 1.8 Tomographic SAR for 3-dimensional and multi-dimensional analysis -- 2 Radar principles: ranging and Doppler -- 2.1 Target ranging with a rectangular pulse -- 2.2 Echoes from multiple targets -- 2.3 Chirp compression -- 2.4 Multiple pulses -- 2.5 Doppler effect -- 2.5.1 Effect of the movement of a target on a single echo -- 2.5.2 Analysis on the band pass signal -- 2.5.3 Analysis on the matched filter output -- 2.6 Radar waveforms -- 2.6.1 Continuous wave -- 2.6.2 Stepped frequency -- 2.7 Stretch processing and sampling -- 2.8 MATLAB® examples -- 2.8.1 Doppler analysis -- 3 Scene characterization -- 3.1 Electromagnetic wave polarization -- 3.2 Scattering matrix, scattering coefficient, and radar cross section -- 3.3 Scattering matrix of canonical objects -- 3.4 Stokes parameters and Mueller matrix -- 3.5 Coherent polarimetric decomposition -- 3.6 Scattering models -- 3.6.1 Surface scattering -- Physical optics -- The small perturbation model -- 3.6.2 Volume scattering -- 3.7 Speckle -- 3.7.1 Speckle statistics -- 4 Imaging radar: SAR data acquisition geometry and modes -- 4.1 Acquisition geometry of imaging radars -- 4.2 Resolution of a real aperture radar (RAR) -- 4.3 SAR resolution and Doppler bandwidth -- 4.3.1 Aperture synthesis approach -- 4.3.2 Doppler approach -- 4.4 SAR acquisition impulse response function -- 4.5 SAR data sampling and ambiguities -- 4.6 Acquisition modes…”

“…This book, part of a three-volume series, serves as a comprehensive guide for social science students to acquire sufficient statistical knowledge to identify and solve problems requiring statistical methods. …”

“…Other books on information security metrics discuss number theory and statistics in academic terms. Light on mathematics and heavy on utility, PRAGMATIC Security Metrics: Applying Metametrics to Information Security breaks the mold. …”

Tabla de Contenidos: “…Intro -- Table of contents -- Basic statistics of the European Union 2015 -- Abbreviations and acronyms -- Executive summary -- Diversifying sources of financing would strengthen investment and help sustain the recovery -- Corporate loans and bonds -- Deepening the Single Market and supporting green growth through reforms in network sectors -- Energy, transport and communication regulation -- Co-ordinated response for better labour market mobility and effective integration of legal migrants -- First time asylum applications in the EU -- Main Findings and Key Recommendations -- Assessment and recommendations -- Challenges facing Europe -- Figure 1. …”

Tabla de Contenidos: “…Intro -- Foreword -- Table of contents -- Basic statistics of South Africa, 2021 -- Executive Summary -- A strong recovery but risks remain -- Maintaining the credibility of monetary policy and improving public spending -- Making growth more inclusive -- Boosting productivity to improve living standards -- Making growth greener -- 1 Key Policy Insights -- The recovery is under way, but risks are on the downside -- The health system was put under pressure by the pandemic crisis -- The economic recovery is led by private consumption and external demand -- Risks to the outlook remain high -- A balanced macroeconomic policy mix is necessary to promote growth -- Slightly accommodative monetary and prudential policies remain relevant -- The banking sector has weathered the crisis -- Stabilising public debt requires higher growth and increasing government revenues -- Managing spending pressures will not be sufficient -- Reforming state-owned enterprises is necessary to reduce their fiscal impact -- Fighting corruption is key -- Increasing tax revenues while reducing inequalities and boosting growth -- Strengthening post-COVID 19 social policy -- Reforms for strong, fast, and inclusive growth -- Lifting the electricity shortage's drag on growth -- Mitigating climate change: transitioning to net zero -- Infrastructure investment is needed to lift productivity -- Developing public transport infrastructure is needed -- Labour market reform can help raise employment -- The pandemic worsened already dire labour market outcomes -- Gender differences in the labour market remain high -- Informality and employment growth -- Compliance with the new national minimum wage is low -- Tackling skills mismatch and easing school to job transitions -- Reducing labour market rigidities -- Boosting the take up of the employment tax incentive…”