Statistics and its applications : Platinum Jubilee Conference, Kolkata, India, December 2016 /: Platinum Jubilee Conference, Kolkata, India, December 2016. (2018)

• Record Type: Book
• Further Information: Note: Asis Kumar Chattopadhyay, Gaurangadeb Chattopadhyay, editors.
• Editors: Chattopadhyay, Asis Kumar; Chattopadhyay, Gaurangadeb
• Contents: Intro; Contents; Fragmentation of Young Massive Clusters: A Hybrid Monte Carlo Simulation Study; 1 Introduction; 2 Data Set of Binary Stars; 3 Bi-variate Distribution; 3.1 Distribution Fit; 3.2 Goodness of Fit Test; 4 Fragmentation and Mass Distribution; 4.1 Simulation of Binary Stars; 4.2 Simulation of Single Stars; 5 Result and Discussion; 5.1 Initial Values of the Parameters; 5.2 Resulting Mass Spectrum; References; A Study on DNA Sequence of Rice Using Scoring Matrix Method and ANOVA Technique; 1 Introduction; 2 Description of Data; 2.1 Source of Data; 2.2 Arrangement of Data 3 Methodology4 Results and Discussion; 5 Conclusion; Appendix; References; Regressions Involving Circular Variables: An Overview; 1 Introduction; 2 Circular-Linear Regression Models; 3 Circular-Circular Regression Models; 4 Linear-Circular Regression Models; 5 Multivariate Multiple Circular Regression Models; 6 Asymmetric Circular Probability Distributions; 7 Future Interesting Topics in Directional Regression Models; References; On Construction of Prediction Interval for Weibull Distribution; 1 Introduction; 2 Existing Methods; 3 The Proposed Prediction Interval (PI) 3.1 PI for Known Shape Parameter3.2 PI for Unknown Shape Parameter; 4 Comparison Among the Methods; 4.1 Simulation Study; 4.2 Results of Simulation Study; 5 Application; 6 Conclusion; References; Combining High-Dimensional Classification and Multiple Hypotheses Testing For the Analysis of Big Data in Genetics; 1 Introduction and Motivation; 2 Proposed Methodology; 3 Summary of Results; 4 Implementation and Software; References; The Quantile-Based Skew Logistic Distribution with Applications; 1 Introduction; 2 Special Cases; 3 Shape of the Distribution; 4 Properties 4.1 Quantile Density Function4.2 Density Quantile Function; 4.3 Moments; 4.4 Quartiles; 4.5 Reflection of FSLD; 4.6 L-Moments; 5 Random Number Generation; 6 Order Statistics; 7 Inference and Goodness of Fit; 7.1 Inference; 7.2 Goodness of Fit Test; 8 Data Fitting; 8.1 Simulation Study; 8.2 Application to Real Life Data; 9 Conclusion; References; A Note on Monte-Carlo Jackknife: McJack and Big Data; References; A Review of Exoplanets Detection Methods; 1 Introduction; 2 Methods of Exoplanet Detection; 2.1 Doppler Shift/Radial Velocity Method; 2.2 Pulsar Timing Method; 2.3 Direct Imaging Method 2.4 Gravitational Microlensing Method2.5 Transit Method; 3 NASA's Kepler Mission; 4 Statistical Methods; 5 Conclusions; References; A Connection Between the Observed Best Prediction and the Fence Model Selection Method; 1 Introduction; References; A New Approximation to the True Randomization-Based Design Effect; 1 Introduction; 2 One-Stage Cluster Sampling: The Case of Equal Cluster Size; 2.1 Simulation; 3 One-Stage Cluster Sampling: The Case of Unequal Cluster Sizes; 4 The General Case; 5 Discussion; References
• Publisher Details: Singapore : Springer
• Publication Date: 2018
• Extent: 1 online resource
• Subjects: 519.5; Statistics; Mathematical statistics -- Congresses; Monte Carlo method -- Congresses; MATHEMATICS / Applied; MATHEMATICS / Probability & Statistics / General; Mathematical statistics; Monte Carlo method; Statistics; Statistical Theory and Methods; Applied Statistics; Applications of Mathematics; Mathematics -- Probability & Statistics -- General; Mathematics -- Applied; Probability & statistics; Applied mathematics; Mathematical statistics; Mathematics; Electronic books; Conference papers and proceedings
• Languages: English
• ISBNs: 9789811312236; 9811312230
• Related ISBNs: 9789811312229; 9811312222
• Notes: Note: Online resource; title from PDF title page (SpringerLink, viewed August 21, 2018).
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.