rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Statistics for Data Science and Policy Analysis
  name:
    name part: Rahman, Azizur.
    role:
      role term: editor.
    role:
      role term: edt
    role:
      role term: http://id.loc.gov/vocabulary/relators/edt
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: Electronic books.
  origin info:
    place:
      place term: si
    date issued: 2020
    edition: 1st ed. 2020.
    issuance: monographic
  language:
    language term: eng
  physical description:
    reformatting quality: access
    form: remote
    extent: 1 online resource (XV, 386 pages 91 illustrations, 24 illustrations in color.)
  abstract: This book brings together the best contributions of the Applied Statistics and Policy Analysis Conference 2019. Written by leading international experts in the field of statistics, data science and policy evaluation. This book explores the theme of effective policy methods through the use of big data, accurate estimates and modern computing tools and statistical modelling.
  table of contents: Part I. Applied Statistics and Bayesian Modeling -- 1. Applied Bayesian Modeling for Assessment of Interpretation Uncertainty in Spatial Domain -- 2. Computing Robust Statistics via an EM Algorithm -- 3. Determining Risk Factors of Antenatal Care Attendance and its Frequency in Bangladesh: An Application of Count Regression Analysis -- 4. On Propensity Score Methodology -- 5. Asking Good Questions to Understand Voluntary Enrolments in Mathematics -- PART II. Agricultural Statistics and Policy Analysis -- 6. Modeling for Prospect of Aman Rice Production in Dhaka Division, Bangladesh -- 7. Impacts and Determinants of Adoption in River-based Tilapia Cage Culture -- 8. Policy into Practice; Statistics the Forgotten Gatekeeper -- 9. Nutrient Loading in the River Systems around Major Cities in Bangladesh: a Quantitative Estimate with Consequences and Potential Recycling Options -- 10. Analysing Informal Milk Supply Chains Data to Identify Seasonal Occurrences of Antibiotic Residues -- Part III. Data Science and Image Processing Statistics -- 11. Detection of Vegetation in Enviromental Repeat Photography: A New Algorithmic Approach in Data Science -- 12. Can Data Fusion increase the Performance of Action Detection in the Dark? -- 13. Data privacy and Security in the Cloud -- 14. Evaluating Faster-RCNN and YOLOv3 for Target Detection in Multi-sensor Data -- 15. Wavelet-based Quantile Density Function Estimation under Random Censorship -- Part IV. Health Statistics and Social Policy -- 16. Factors Associated with Coronary Heart Disease among Elderly People in Different Communities -- 17. Finite Mixture Modelling Approach to Identify Factors Affecting Children ever Born for 15-49 Year Old Women in Asian Country -- 18. An Assessment of Influencing Factors for Motherhood During Childhood in Bangladesh Using Factor Analysis and Logistic Regression Methods -- 19. Effect of Women's Education on Skilled Birth Attendants in South and South East Asia: A Cross-country assessment on Su…
  note: edited by Azizur Rahman.
  subject:
    topic: Statistics
  subject:
    topic: Mathematical statistics
  subject:
    topic: Data mining
  subject:
    topic: Applied Statistics
  subject:
    topic: Bayesian Inference
  subject:
    topic: Statistical Theory and Methods
  subject:
    topic: Statistics and Computing/Statistics Programs
  subject:
    topic: Probability and Statistics in Computer Science
  subject:
    topic: Data Mining and Knowledge Discovery
  classification: QA276-280
  classification: 519.5
  related item:
    title info:
      title: Springer Nature eBook
  identifier: 9789811517358
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record creation date: 200331
    record change date: 20230330185437.2
    record identifier: in00004381941