TY - BOOK AU - Obertova,Zuzana AU - Stewart,Alistair AU - Cattaneo,Cristina TI - Statistics and probability in forensic anthropology SN - 9780128157640 U1 - 614.17 23 PY - 2020/// CY - London PB - Elsevier, KW - Statistics in forensics KW - Probabilities N1 - Contents 1. Section 1: Study design, data collection and initial assessment of data Chapter 1.1 - What “statistical” questions can we expect from judges? An introductory note from a European adversarial system Chapter 1.2 - Study design and sampling Chapter 1.3 - Physical and virtual sources of biological data in forensic anthropology: Considerations relative to practitioner and/or judicial requirements Chapter 1.4 - Initial assessment: Measurement errors and interrater reliability 2. Section 2: General considerations about method selection Chapter 2.1 - General considerations about data and selection of statistical approaches Chapter 2.2 - Probability distributions, hypothesis testing, and analysis Chapter 2.3 - Data mining and decision trees 3. Section 3: Frequentist and bayesian approach to data analysis and interpretation Chapter 3.1 - Frequentist approach to data analysis and interpretation in forensic anthropology Chapter 3.2 - Use of Bayes’ theorem in data analysis and interpretation 4. Section 4: Variables of the biological profile: Population studies and application to single cases Chapter 4.1 - Sex estimation using nonmetric variables: Application of R functions Chapter 4.2 - Sex estimation using continuous variables: Problems and principles of sex classification in the zone of uncertainty Chapter 4.3 - Age estimation of living persons: A coherent approach to inference and decision Chapter 4.4 - Extreme learning machine neural networks for adult skeletal age-at-death estimation Chapter 4.5 - Statistical approaches to ancestry estimation: New and established methods for the quantification of cranial variation for forensic casework Chapter 4.6 - Stature estimation 5. Section 5: Software solutions for forensic anthropologists Chapter 5.1 - Osteomics: Decision support systems for forensic anthropologists Chapter 5.2 - Fordisc: Anthropological software for estimation of ancestry, sex, time period, and stature Chapter 5.3 - Geometric morphometrics 6. Section 6: Evaluation of evidence and reporting Chapter 6.1 - Bayesian inference in personal identification Chapter 6.2 - Visual identification of persons: Facial image comparison and morphological comparative analysis Chapter 6.3 - Communicating evidence with a focus on the use of Bayes’ theorem 7. Section 7: Statistical programs Chapter 7.1 - IBM SPSS statistics Chapter 7.2 - An introduction to the R language Chapter 7.3 - Stata Chapter 7.4 - SAS ; Includes Index : p. 339-407 ER -