Tabla de Contenidos: “…GMM and Consumption-Based Models; 3.1 GMM Review (Hansen, 1982); 3.2 A Classic Asset Pricing Application: Hansen and Singleton (1982); 3.3 GMM Asset Pricing with Non-Optimal Weighting; 3.3.1 Comparing Specification Error: Hansen and Jagannathan (1997); 3.3.2 Statistical Comparison of HJ Distance…”

Tabla de Contenidos: “…Syntax: EVEN(Number)Nearest Multiple Smaller Than or Equal To X (FLOOR); Syntax: FLOOR(Number; Significance; Mode); Nearest Integer (INT); Syntax: INT(Number); Nearest Odd Integer (ODD); Syntax: ODD(Number); Random Number (RAND); Syntax: RAND(); Rounding Numbers (ROUND); Syntax: ROUND(x; y); Rounding Numbers Down (ROUNDDOWN); Syntax: ROUNDDOWN(x; y); Rounding Numbers Up (ROUNDUP); Syntax: ROUNDUP(x; y); Truncate (TRUNC); Syntax: TRUNC(x; y); Chapter 7: Useful Statistical Functions; Average (AVERAGE); Syntax: AVERAGE(x1; x2; ... x30); Geometric Mean (GEOMEAN); Syntax: GEOMEAN(x1; x2…”

Tabla de Contenidos: “…Machine generated contents note: ch. 1 Creating Your First Free Trial Site -- Signing Up and Logging In -- Reviewing the Trial Site -- Exploring the Features in the Admin Console -- ch. 2 Accessing Site Content -- Using the Website Area of the Admin Console to Manage Pages -- Using Adobe Dreamweaver to Manage Page Content -- ch. 3 Working with Templates -- Understanding Templates -- Examining the Elements of the Template Used in the Trial Site -- Managing and Applying Templates in the Admin Console -- Applying Templates to New Pages in Dreamweaver -- Editing Templates in Dreamweaver -- Editing Menu Items in Dynamic Menus -- ch. 4 Configuring, Inserting, and Customizing Modules -- Examining Module Functionality Displayed on the Live Site -- Editing the Data Displayed in Modules -- Customizing the Appearance of Modules with Layouts in the Admin Console -- Inserting Modules into Web Pages with the Admin Console -- Using the 1-Click Insert Menu to Insert Modules -- Customizing the Behavior and Display of Modules -- Inserting Modules into Web Pages with Dreamweaver -- Adding a Link to the FAQ Search Page from the FAQ page -- Customizing Data by Updating Module Layout Files in Dreamweaver -- Understanding the Workflow for Setting Up Features with Modules -- ch. 5 Building Web Forms to Gather Visitor Data -- Examining the Contact Form on the Trial Site -- Accessing Form Data in the Dashboard of the Admin Console -- Understanding Workflows -- Editing Web Forms -- Adding Web Forms to Web Pages in Dreamweaver -- Using the Module Manager to Insert Web Form Module Tags -- Creating Web Forms with the Web Form Builder -- Adding Web Forms to Pages with the 1-Click Insert Menu -- Overview of Working with Web Forms -- ch. 6 Setting Up an Online Store -- Examining the Online Store on the Trial Site -- Using the Admin Console to Edit and Configure the Online Store -- Customizing Layouts to Control the Appearance of the Online Store -- Adding a Product Search Form to the Store's Home Page -- Setting Up Shipping Options -- Configuring Payment Gateways -- Working with the eCommerce Tools to Build Online Stores -- ch. 7 Understanding Customer Management and the Site's Database -- Configuring Web Forms to Generate Cases -- Updating the Steps in a Workflow -- Working with Cases -- Adding Notes and Tasks -- Searching for Cases -- Managing Approvals in Workflow Steps -- Using Workflows to Facilitate Business Goals -- Examining How Secure Zones Gather Data -- Setting the Landing Page of a Secure Zone -- Updating the Header to Add a Logout Link -- Testing the Changes to the Site -- ch. 8 Marketing with E-mail Campaigns -- Examining the Newsletter Signup Form on the Trial Site -- Working with Subscribers and Recipient Lists -- Creating and Inserting Subscription Forms -- Editing Web Forms to Add an Option to Subscribe to a Newsletter -- Creating and Sending E-mail Campaigns -- Tracking E-mail Campaign Statistics -- Creating a Recipient List to Target a Segment of the Customer Database -- ch. 9 Creating Custom Content Types with Web Apps -- Building a Sample Web App -- Populating Web App Items -- Inserting Web Apps on a Page -- Adding Search Functionality to a Web App -- Creating Web Apps Populated with Visitor Data -- Inserting the Web App Item Submission Form on a Page -- Testing the Web App Item Submission Form -- Workflow for Building Web Apps -- ch. 10 Analyzing Performance and Revenue with Reports -- Accessing Report Summary Information -- Generating and Saving Custom Reports -- ch. 11 Upgrading Sites and Managing Domain Names -- Creating User Accounts and Setting Permissions with Roles -- Upgrading the Trial Site -- Finalizing Sites to Prepare for Launch -- Best Practices for Building Trial Sites and Backing Up Data…”

Tabla de Contenidos: “…Front Cover; Mathematical Formulas for Industrial and Mechanical Engineering; Copyright Page; Contents; Preface; Biography; 1 Symbols and Special Numbers; 1.1 Basic Mathematical Symbols; 1.2 Basic Algebra Symbols; 1.3 Linear Algebra Symbol; 1.4 Probability and Statistics Symbols; 1.5 Geometry Symbols; 1.6 Set Theory Symbols; 1.7 Logic Symbols; 1.8 Calculus Symbols; 1.9 Numeral Symbols; 1.10 Greek Alphabet Letters; 1.11 Roman Numerals; 1.12 Prime Numbers; 1.13 Important Numbers in Science (Physical Constants); 1.14 Basic Conversion Formulas; 1.15 Basic Area Formulas…”

Tabla de Contenidos: “…Measurement and Key Data Quality Performance Indicators; 6.4. Statistical Process Control; 6.5. Control Charts; 6.6. …”

Tabla de Contenidos: “…2.6 Object Conditional Validity and Efficiency2.6.1 Negative Result; 2.6.2 Positive Results; 2.7 Label Conditional Validity and ROC Curves; 2.8 Venn Predictors; 2.8.1 Inductive Venn Predictors; 2.8.2 Venn Prediction without Objects; Acknowledgments; Part II: Adaptations; 3 Active Learning; 3.1 Introduction; 3.2 Background and Related Work; 3.2.1 Pool-based Active Learning with Serial Query; SVM-based methods; Statistical methods; Ensemble-based methods; Other methods; 3.2.2 Batch Mode Active Learning; 3.2.3 Online Active Learning; 3.3 Active Learning Using Conformal Prediction…”

Tabla de Contenidos: “…Irving Fisher Committee on Central Bank Statistics; 2.11.7. Basel I Capital Accord; 2.11.7.1. …”

Tabla de Contenidos:

Tabla de Contenidos: “…3.12 PRACTICAL ISSUES AND COMPUTATIONAL EFFICIENCY3.13 CHAPTER SUMMARY; CHAPTER 4: RANDOM SIGNALS; 4.1 CHAPTER OBJECTIVES; 4.2 INTRODUCTION; 4.3 RANDOM AND DETERMINISTIC SIGNALS; 4.4 RANDOM NUMBER GENERATION; 4.5 STATISTICAL PARAMETERS; 4.6 PROBABILITY FUNCTIONS; 4.7 COMMON DISTRIBUTIONS; 4.8 CONTINUOUS AND DISCRETE VARIABLES; 4.9 SIGNAL CHARACTERIZATION; 4.10 HISTOGRAM OPERATORS; 4.11 MEDIAN FILTERS; 4.12 CHAPTER SUMMARY; CHAPTER 5: REPRESENTING SIGNALS AND SYSTEMS; 5.1 CHAPTER OBJECTIVES; 5.2 INTRODUCTION; 5.3 DISCRETE-TIME WAVEFORM GENERATION; 5.4 THE z TRANSFORM…”

Tabla de Contenidos: “…References Chapter 5 Feature Selection; 5.1 Introduction; 5.2 Preprocessing; 5.3 The Peaking Phenomenon; 5.4 Feature Selection Based on Statistical Hypothesis Testing; 5.5 The Receiver Operating Characteristics (ROC) Curve; 5.6 Class Separability Measures; 5.7 Feature Subset Selection; 5.8 Optimal Feature Generation; 5.9 Neural Networks and Feature Generation/Selection; 5.10 A Hint On Generalization Theory; 5.11 The Bayesian Information Criterion; 5.12 Problems; References; Chapter 6 Feature Generation I: Data Transformation and Dimensionality Reduction; 6.1 Introduction…”

Tabla de Contenidos: “…About the Special Issue Editor v Preface to "Coastal Hazards Related to Storm Surge" . vii Haydee Salmun and Andrea Molod The Use of a Statistical Model of Storm Surge as a Bias Correction for Dynamical Surge Models and Its Applicability along the U.S. …”

Tabla de Contenidos: “…5.9.2 Actual and Predicted Equilibrium Distribution5.10 Statistical Inference Regarding Equality of Transition Matrices; 5.11 Reasons for Mobility; 5.11.1 Reasons for Upward Mobility; 5.11.1.1 Work Opportunity; 5.11.1.2 Diversification of Income Sources; 5.11.1.3 Crop Diversification and Crop-Related Factors; 5.11.1.4 Social Factors; 5.11.2 Reasons for Downward Mobility; 5.11.2.1 Low Income with High Family Expenditure; 5.11.2.2 High Cost of Treatment; 5.11.2.3 Death of Main Income Earner; 5.11.2.4 Economic Factors Related to Demographics; 5.11.2.5 Natural Disasters; 5.11.2.6 Social Factors…”

Tabla de Contenidos: “…-- 2.3.1 Brief Historical Background -- 2.3.2 Different Views and Usages of the Term Proof -- 2.3.3 Characteristics and Acceptance Criteria for Proof -- 2.4 Reasoning, Argumentation, and Proving in Mathematics Education -- 2.4.1 Definition of and Relation between Reasoning, Argumentation, and Proving -- 2.4.2 Types of Arguments -- 3 State of Research -- 3.1 Understanding Generality and the Role of (Counter-)Examples -- 3.2 Activities Related to Proof -- 3.2.1 Comprehension of Statements -- 3.2.2 Estimation of Truth of Statements -- 3.2.3 Proof Evaluation -- 3.2.4 Proof Comprehension -- 3.2.5 Justification -- 3.2.6 Relation Between Activities -- 3.3 Resources -- 4 Derivation of Research Questions -- 5 Methodology -- 5.1 Research Design -- 5.1.1 Justification of the Research Approach -- 5.1.2 Overview of the Research Process -- 5.2 Data Collection -- 5.2.1 Setting -- 5.2.2 Participants -- 5.2.3 Structure of the Experiment -- 5.3 Instruments -- 5.3.1 Selection of Statements and Arguments -- 5.3.2 Conviction of the Truth of Statements -- 5.3.3 Comprehension of Arguments -- 5.3.4 Justification: Students' Proof Schemes -- 5.3.5 Understanding the Generality of Statements -- 5.3.6 Cognitive Reflection Test -- 5.3.7 Demographics -- 5.4 Data Analysis -- 5.4.1 Statistical Analysis -- 5.4.2 Content Analysis -- 5.4.3 Conviction of the Truth of Statements -- 5.4.4 Comprehension of Arguments -- 5.4.5 Justification: Students' Proof Schemes -- 5.4.6 Understanding the Generality of Statements -- 6 Results -- 6.1 Preliminary Analysis -- 6.2 Conviction of the Truth of Statements…”

Tabla de Contenidos: “…5.3 Applications of Machine Learning Algorithms in Agriculture -- References -- Chapter 6 Secure Medical Image Transmission Using 2-D Tent Cascade Logistic Map -- 6.1 Introduction -- 6.2 Medical Image Encryption Using 2D Tent and Logistic Chaotic Function -- 6.3 Simulation Results and Discussion -- 6.4 Conclusion -- Acknowledgement -- References -- Chapter 7 Personalized Multi-User-Based Movie and Video Recommender System: A Deep Learning Perspective -- 7.1 Introduction -- 7.2 Literature Survey on Video and Movie Recommender Systems -- 7.3 Feature-Based Solutions for Movie and Video Recommender Systems -- 7.4 Fusing: EF - (Early Fusion) and LF - (Late Fusion) -- 7.5 Experimental Setup -- 7.6 Conclusions -- References -- Chapter 8 Sensory Perception of Haptic Rendering in Surgical Simulation -- Introduction -- Methodology -- Background Related Work -- Application -- Case Study -- Future Scope -- Result -- Conclusion -- Acknowledgement -- References -- Chapter 9 Multimedia Data in Modern Education -- Introduction to Multimedia -- Traditional Learning Approaches -- Applications of Multimedia in Education -- Conclusion -- References -- Chapter 10 Assessment of Adjusted and Normalized Mutual Information Variants for Band Selection in Hyperspectral Imagery -- Introduction -- Test Datasets -- Methodology -- Statistical Accuracy Investigations -- Results and Discussion -- Conclusion -- References -- Chapter 11 A Python-Based Machine Learning Classification Approach for Healthcare Applications -- Introduction -- Methodology -- Discussion -- References -- Chapter 12 Supervised and Unsupervised Learning Techniques for Biometric Systems -- Introduction -- Various Biometric Techniques -- Major Biometric-Based Problems from a Security Perspective -- Supervised Learning Methods for Biometric System -- Unsupervised Learning Methods for Biometric System -- Conclusion…”

Tabla de Contenidos: “…-- Introduction to the Key Sensing Modalities -- Mechanical Sensors -- MEMS Sensors -- Accelerometers -- Gyroscopes -- Optical Sensors -- Photodetectors -- Infrared (IR) -- Fiber Optic -- Interferometers -- Semiconductor Sensors -- Gas Sensors -- Temperature Sensors -- Magnetic Sensors -- Optical Sensors -- Ion-Sensitive Field-Effect Transistors (ISFETs) -- Electrochemical Sensors -- Potentiometric Sensors -- Amperometric Sensors -- Coulometric -- Conductometric Sensors -- Biosensors -- Transducers for Biosensors -- Key Characteristics of Biosensors -- Application Domains -- Environmental Monitoring -- Air -- Water -- Sound (Noise Pollution) -- Soil -- Healthcare -- Wellness -- Monitoring Recreational Activity -- Personal Safety -- Activity and Location Detection -- Sensor Characteristics -- Range -- Transfer Function -- Linear Transfer Functions -- Linearization -- Non-Linear Transfer Functions -- Linearity and Nonlinearity -- Sensitivity -- Environmental Effects -- Modifying Inputs -- Interfering Inputs -- Hysteresis -- Resolution -- Accuracy -- Precision -- Error -- Systematic Errors -- Random Errors (Noise) -- Error Bands -- Statistical Characteristics -- Repeatability -- Tolerance -- Dynamic Characteristics -- Response Time…”

Tabla de Contenidos: “…Intro -- Table of contents -- Basic statistics of Switzerland, 2014 -- Abbreviations and acronyms -- Executive summary -- The economy has performed well, but productivity growth has been weak -- The economy has been performing well -- Taming the housing market cycle -- Growth in real house prices -- Improving the efficiency of public spending -- Government spending -- Assessment and recommendations -- Figure 1. …”

Tabla de Contenidos: “…Cover -- Copyright -- Credits -- About the Authors -- About the Reviewers -- www.PacktPub.com -- Customer Feedback -- Table of Contents -- Preface -- Chapter 1: Getting Started with Data Science -- Problems solved using data science -- Understanding the data science problem - solving approach -- Using Java to support data science -- Acquiring data for an application -- The importance and process of cleaning data -- Visualizing data to enhance understanding -- The use of statistical methods in data science -- Machine learning applied to data science -- Using neural networks in data science -- Deep learning approaches -- Performing text analysis -- Visual and audio analysis -- Improving application performance using parallel techniques -- Assembling the pieces -- Summary -- Chapter 2: Data Acquisition -- Understanding the data formats used in data science applications -- Overview of CSV data -- Overview of spreadsheets -- Overview of databases -- Overview of PDF files -- Overview of JSON -- Overview of XML -- Overview of streaming data -- Overview of audio/video/images in Java -- Data acquisition techniques -- Using the HttpUrlConnection class -- Web crawlers in Java -- Creating your own web crawler -- Using the crawler4j web crawler -- Web scraping in Java -- Using API calls to access common social media sites -- Using OAuth to authenticate users -- Handing Twitter -- Handling Wikipedia -- Handling Flickr -- Handling YouTube -- Searching by keyword -- Summary -- Chapter 3: Data Cleaning -- Handling data formats -- Handling CSV data -- Handling spreadsheets -- Handling Excel spreadsheets -- Handling PDF files -- Handling JSON -- Using JSON streaming API -- Using the JSON tree API -- The nitty gritty of cleaning text -- Using Java tokenizers to extract words -- Java core tokenizers -- Third-party tokenizers and libraries…”

Tabla de Contenidos: “…Making an Error Behave the Way You Want -- Part 2 Doing the Math -- Chapter 5 Calculating Loan Payments and Interest Rates -- Understanding How Excel Handles Money -- Going with the cash flow -- Formatting for currency -- Choosing separators -- Figuring Loan Calculations -- Calculating the payment amount -- Calculating interest payments -- Calculating payments toward principal -- Calculating the number of payments -- Calculating the number of payments with PDURATION -- Calculating the interest rate -- Calculating the principal -- Chapter 6 Appreciating What You'll Get, Depreciating What You've Got -- Looking into the Future -- Depreciating the Finer Things in Life -- Calculating straight-line depreciation -- Creating an accelerated depreciation schedule -- Creating an even faster accelerated depreciation schedule -- Calculating a midyear depreciation schedule -- Measuring Your Internals -- Chapter 7 Using Basic Math Functions -- Adding It All Together with the SUM Function -- Rounding Out Your Knowledge -- Just plain old rounding -- Rounding in one direction -- Leaving All Decimals Behind with INT -- Leaving Some Decimals Behind with TRUNC -- Looking for a Sign -- Ignoring Signs -- Chapter 8 Advancing Your Math -- Using PI to Calculate Circumference and Diameter -- Generating and Using Random Numbers -- The all-purpose RAND function -- Precise randomness with RANDBETWEEN -- Ordering Items -- Combining -- Raising Numbers to New Heights -- Multiplying Multiple Numbers -- Using What Remains with the MOD Function -- Summing Things Up -- Using SUBTOTAL -- Using SUMPRODUCT -- Using SUMIF and SUMIFS -- Getting an Angle on Trigonometry -- Three basic trigonometry functions -- Degrees and radians -- Part 3 Solving with Statistics -- Chapter 9 Throwing Statistics a Curve -- Getting Stuck in the Middle with AVERAGE, MEDIAN, and MODE -- Deviating from the Middle…”

Tabla de Contenidos: “…4.6 Discussion -- 4.7 Conclusion -- References -- 5 A Method to Solve Trapezoidal Transshipment Problem under Uncertainty -- 5.1 Introduction -- 5.2 Preliminaries -- 5.3 Arithmetic Operations -- 5.4 Ranking Function -- 5.5 Mathematical Formulation of the Transshipment Problem under Uncertainty -- 5.6 Proposed Method -- 5.7 Numerical Example -- 5.8 Results and Discussion -- 5.9 Comparative Studies -- 5.10 Conclusion -- References -- 6 Enhancing the Security of Public key Cryptographic Model based on Integrated ElGamal-Elliptic Curve Diffe Hellman (EG-ECDH) Key Exchange Technique -- 6.1 Introduction -- 6.2 Generalized Fibonacci Matrix and its Inverse -- 6.3 Technique for key Generation, Encryption and Decryption -- 6.3.1 ElGamal Technique -- 6.3.2 ECDH Technique -- 6.3.3 Proposed Integrated ElGamal-ECDH Technique for key Generation -- 6.4 Technique for Encryption and Decryption -- 6.5 Algorithm for Proposed Model -- 6.6 Numerical Example -- 6.7 Complexity of this Model -- 6.8 Conclusion -- References -- 7 An Investigation of Fractional Ordered Biological Systems using a Robust Semi-Analytical Technique -- 7.1 Introduction -- 7.2 Generalized time Fractional order Biological Population Model -- 7.3 Preliminaries -- 7.3.1 Basic Concept of Fractional Calculus -- 7.3.2 Basic Definitions -- 7.4 Implementation of Fractional Modified Differential Transform Method -- 7.5 Conclusion -- References -- 8 Variable Selection in Multiple Nonparametric Regression Modelling -- 8.1 Introduction -- 8.2 Proposed Methodology and Statistical Properties -- 8.2.1 Description of the Method -- 8.2.2 Large Sample Statistical Property -- 8.3 Simulation Study -- 8.4 Real data Analysis -- 8.4.1 QSAR Fish Toxicity Data Set -- 8.4.2 Istanbul Stock Exchange Data Set -- 8.4.3 SGEMM GPU Kernel Performance Data Set -- 8.4.4 CSM (Conventional and Social Media Movies) Data Set…”

Tabla de Contenidos: “…Informatics -- 1.5. Statistics for analytics -- 1.5.1. Value and variance -- 1.5.2. …”