Mathematics Statistics and Probability

Statistics Education and Methodologies

Description

This cluster of papers focuses on advancing statistical literacy and reasoning in education, with a particular emphasis on addressing statistics anxiety, promoting data science education, improving teaching methods for statistical concepts, and enhancing students' quantitative skills. The cluster also explores research methods, probability literacy, statistical thinking, and the need for educational reform to foster inferential reasoning.

Keywords

Statistics Anxiety; Data Science; Statistical Reasoning; Teaching Methods; Quantitative Skills; Research Methods; Probability Literacy; Statistical Thinking; Educational Reform; Inferential Reasoning

Most Cited Works

Action Title Date Authors
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The Elements of Statistical Learning 2001-01-01 Trevor Hastie J. Friedman Robert Tibshirani
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Probability theory : the logic of science 2003-04-10 E. T. Jaynes
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Statistical Methods for Psychology. 1994-01-01 Andrew C. Gudgeon David C. Howell
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Fact, Fiction, and Forecast. 1955-12-01 Edward H. Madden Nelson Goodman Andrew G. van Melsen
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A Course in Probability Theory 1974-01-01 Kai Lai Chung
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Judgment under Uncertainty: Heuristics and Biases 1975-01-01 Amos Tversky Daniel Kahneman
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Biostatistical Analysis (2nd ed.). 1986-06-01 Timothy J. Breen Jerrold H. Zar
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Measurement, Design, and Analysis: An Integrated Approach. 1992-09-01 Sandra G. Funk Elazar J. Pedhazur Liora Pedhazur Schmelkin
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On the psychology of prediction. 1973-07-01 Daniel Kahneman Amos Tversky
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Non-Parametric Statistics for the Behavioral Sciences. 1957-05-01 Alan Stuart Sidney Siegel
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THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS 1946-01-01 R. L. Plackett J. P. Burman
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Introduction to the Practice of Statistics 2004-02-01 David S. Moore George P. McCabe
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Probable Inference, the Law of Succession, and Statistical Inference 1927-06-01 Edwin B. Wilson
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Kendall's Advanced Theory of Statistics. 1995-03-01 Aa Alan Stuart Keith Ord
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Availability: A heuristic for judging frequency and probability 1973-09-01 Amos Tversky Daniel Kahneman
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An Introduction to Probability Theory. 1986-03-01 Bert Fristedt P. A. P. Moran
The Probable Error of a Mean 1908-03-01 Student
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On the mathematical foundations of theoretical statistics 1922-01-01 Ronald Aylmer Fisher
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Fundamental Statistics in Psychology and Education. 1951-01-01 Bridget Smith J. P. Guilford
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Statistical methods in psychology journals: Guidelines and explanations. 1999-08-01 Leland Wilkinson
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Content Knowledge for Teaching 2008-11-01 Deborah Loewenberg Ball Mark Hoover Geoffrey Phelps
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Practical Statistics for Medical Research 1990-11-22 Douglas G. Altman
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Simultaneous Statistical Inference 1981-01-01 Rupert G. Miller
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Probability and Statistics for Engineers and Scientists. 1973-03-01 Richard J. Beckman Ronald E. Walpole Raymond H. Meyers
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Nonparametric Statistical Inference 2012-02-08
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Approximate is Better than “Exact” for Interval Estimation of Binomial Proportions 1998-05-01 Alan Agresti Brent A. Coull
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Fundamentals of Biostatistics. 1969-04-01
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Proceedings of the fifth Berkeley symposium on mathematical statistics and probability. 1969-07-01 Ken-Ichi Kojima
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Principles and Procedures of Statistics: A Biometrical Approach. 1981-09-01 Gordon D. Booth R. G. D. Steel J. H. Torrie
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Statistics, an Introductory Analysis. 1965-06-01 Jules Joskow Taro Yamane
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An Introduction to Statistical Learning 2013-01-01 Gareth James Daniela Witten Trevor Hastie Robert Tibshirani
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Principles and procedures of statistics: A biometrical approach 1981-09-01 G. J. Mitchell Joanne Mitchell
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The Advanced Theory of Statistics. 1978-01-01 G. M. Clarke M. G. Kendall A. Stuart
A Statistical Distribution Function of Wide Applicability 1951-09-01 Waloddi Weibull
The Elements of Statistical Learning 2009-01-01 Trevor Hastie Robert Tibshirani Jerome H. Friedman
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Principles and Procedures of Statistics: A Biometrical Approach. 1981-12-01 Tadeusz Caliński R. G. D. Steel J. H. Torrie
An Introduction to the Theory of Statistics 1911-09-01
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Proceedings of the 25th international conference on Machine learning 2008-07-05 William W. Cohen Andrew McCallum Sam T. Roweis
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The Foundations of Statistics. 1955-01-01 I. J. Good Leonard J. Savage
Making the Most of Statistical Analyses: Improving Interpretation and Presentation 2000-04-01 Gary King Michael Tomz Jason Wittenberg
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Nonparametric Statistics for the Behavioral Sciences. 1957-01-01 J. W. Whitfield Sidney Siegel
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Proceedings of the Fifth Berkeley Symposium on Mathematical Statistics and Probability; Vol. IV 1969-01-01 H. L. Le Roy Lucien LeCam Jerzy Neyman
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Biostatistical Analysis. 1975-03-01 Manning Feinleib Jerrold H. Zar
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The American Statistician 1947-08-01
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Mathematical Methods of Statistics. 1947-06-01 R. C. Geary H. Leslie Cramer
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Judgment under Uncertainty: Heuristics and Biases 1974-09-27 Amos Tversky Daniel Kahneman
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The Elements of Statistical Learning 2009-01-01
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An Introduction to Probability Theory and its Applications. 1972-01-01 J. F. C. Kingmán W. Feller
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Probability Theory 2003-04-10 E. T. Jaynes
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- STATISTICAL PACKAGE FOR SOCIAL SCIENCES 2014-10-22 Second Edition Norman H. Nie Karin Steinbrenner

Most Recent Works

Action Title Date Authors
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Communicating complex statistical models to a public health audience: translating science into action with the FARSI approach 2025-04-15 Mattia Stival Lorenzo Schiavon Gaia Bertarelli Stefano Campostrini
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Exploring students’ constructions of data-based decision trees after an introductory teaching unit on machine learning 2025-04-15 Yannik Fleischer Rolf Biehler
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O ENSINO DE ESTATÍSTICA NA EDUCAÇÃO DE JOVENS E ADULTOS (EJA): UMA REVISÃO BIBLIOGRÁFICA SOBRE ESTRATÉGIAS E IMPACTOS 2025-04-16 G. Rosa V. Correa
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Leveraging a Community Partnership to Provide Statistical Consulting Experience to Graduate Student Trainees 2025-04-16 Sarah Samorodnitsky Maria Masotti Rachel Zilinskas Aidan Neher Ann Gliddon Luke Gliddon Marta Shore Anne Eaton Ann M. Brearley Laura Le
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Messy Data in Education: Enhancing Data Science Literacy Through Real-World Datasets in a Master’s Program 2025-04-16 Iraklis Varlamis
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Statistics Reform: Practitioner’s Perspective 2025-04-17 Hening Huang
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Visualising and evaluating learning/achievement consistency in introductory statistics 2025-04-18 Taryn Axelsen Rachel King Elizabeth Curtis
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Information and scientific discovery: Shannon, Bayes and Leydesdorff 2025-04-19 Henry Small
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Impact of Discussion Sessions on Students’ Learning Outcomes in an Econometrics Class 2025-04-18 Ishita Dey
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Propuesta metodológica para enseñar estadística bajo el Método Invertido 2025-04-19 John Edwin Zhumi Emilse Paquita Camacho Narcisa Marisol Sarmiento
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Supporting mathematical reasoning: exploring questioning moves in a Year 1 classroom using student work samples 2025-04-21 Sharyn Livy Janette Bobis Ann Downton James Russo Peter Sullivan
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A Snapshot of Bayesianism 2025-04-21 Mark Andrew Gannon
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INTENSIVE MATHEMATICS COURSE FOR SAEPE 2024 USING METHODOLOGICAL RESOURCES: PROBLEM SOLVING AND AFFECTIVITY 2025-04-22 Agnaldo Ferreira de Melo Márcia Colaço Ferreira de Melo Danielly Ferreira de Melo
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Use of Artificial Intelligence in the Learning of Newtonian Mechanics: A Didactic Intervention in First-Year Undergraduate Students 2025-04-21 Christian Antonio Pavón Brito Andrés Felipe Olga Beatriz Ávila
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Statistical control of classroom attendance, a study case in the the students of system engineering of the TECNM Campus Technological Institute of Mexicali 2025-04-22 Jesús Francisco Gutiérrez Ocampo Corina Araceli Ortiz Pérez Jose Antonio Camaño Quevedo Berenice Yanet Muñiz Castillo Francisco Navarro
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Junior High School Students’ Length Estimation Skills and Use of Strategies for Making Estimations 2025-04-24 Hsin-Mei E. Huang Hong‐Wei Chang Jessica Hoth Silke Ruwisch Aiso Heinze
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MATHematikula: The Use of Cinematic Mathematics Videos to Enhance Students' Numeracy Skills in the Least-Learned Competencies in Statistics and Probability 2025-04-23 Jovito B. Crodua Estela C. Itaas
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Gatekeeper or Gateway? Lessons Learned from Students in a Real Analysis Course 2025-04-24 Amy Been Bennett Yvonne Lai
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Following Political Science Students Through Their Methods Training: Statistics Anxiety, Student Satisfaction, and Final Grades in the COVID Year 2021/22 2025-04-24 Paul Vierus Jonas Elis Achim Goerres Conrad Ziller Jan Karem Höhne
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How representations support young students’ conceptual understanding of multiplication? A study on exploring third-grade students’ representational reasoning 2025-04-24 JeongWon Kim
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<i>Intro Bayes Assistant</i> : an interactive application for students learning introductory Bayesian methods 2025-04-24 Christopher J. Casement
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Analysis of student errors in solving statistics questions visited from learning style 2025-04-22 Naurah Nadiatun Nabilah Illah Winiati Triyana
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Validity and reliability of students' mathematical communication instruments in class VII middle school statistics material 2025-04-26 Syahfira Audiwinanda Ali Mahmudi
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Study habits, learning environment and academic performance in statistics and probability of senior high school students 2025-04-27 L. García
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Ortaokul Matematik Dersi Öğretim Programlarının İstatistik Öğrenme Alanı Açısından Karşılaştırılması 2025-04-27 Gökay Açıkyıldız Kübra Nur Şahin
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A network analysis of statistics anxiety symptoms and their antecedents in UK higher education students 2025-04-27 Joshua March D. Lee Hamilton Dawn McCormack Ross Brisco Amy Grech
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STATISTICAL LITERACY EDUCATION: ENVIRONMENTAL PROJECT "GET TO KNOW US AND PROTECT" 2025-04-25 Danguolė Savičienė
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Statistical Software Usability for Novice Research Students in the Social Sciences: An Eye-Tracking Study 2025-04-28 Sedigheh Abbasnasab Sardareh Gavin Brown Paul Denny
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Developing Students’ Statistical Expertise through Writing in the Age of AI 2025-04-28 Lawrence DeLuca Alex Reinhart Gordon Weinberg Michael Laudenbach Sydney Miller David West Brown
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A comparison of strategies used by lecturers to improve students' perceived feelings toward statistics—A study that is Stat‐tastic! 2025-04-28 Anna Christian Riach Amanda Shaker Ellen Ott Marshall Karol P. Binkowski William K. Kay
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Statistics as a Tool in the Physician's Black Bag. 2025-04-28 R. W. Baer
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Choosing Statistical Tests 2025-04-29 Emma Randles
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Bernoulli's Fallacy: Statistical Illogic and the Crisis of Modern Science. By AubreyClayton, New York, Columbia University Press, 1st ed., 2021. 368 pages. AU$ 57.95 (hardcover). ISBN: 10:0231199945. 2025-04-29 Mahdi Nouraie
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Elementary probability theory 2025-04-29 Andrew McHugh
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Investigation of the Thematic and Methodological Trends of Completed Graduate Theses Related to Mathematical Modeling in The Field of Mathematics Education 2025-04-30 Semra Ertekin Cahit Pesen
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Evidence of the use of extensive and intensive quantity concepts in experienced readers of cartographic maps 2025-04-30 Eric Top Enkhbold Nyamsuren Axl van Ark Mick Raamsteeboers Simon Scheider
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Styles of Statistics 2025-04-30 Christopher J. Phillips
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Statistics and AI: A Fireside Conversation 2025-04-30 Xihong Lin Tianxi Cai David L. Donoho Haoda Fu Zheng Tracy Ke Jiashun Jin Xiao-Li Meng Annie Qu Chengchun Shi Peter X.‐K. Song
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Statistical Treatments in Educational Theses and Dissertations at the University of Jordan, Assessing and Analytical Study 2025-04-30 Amneh H. Al-Azazmeh Ferial M. Abu Awwad
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PENERAPAN PENDEKATAN TEACHING AT THE RIGHT LEVEL (TARL) UNTUK MENINGKATKAN PEMAHAMAN KONSEP MATEMATIKA SISWA SMK PADA MATERI STATISTIKA 2025-04-30 Restu Lusiana Latifah Nur Chandra Laila Aji Sri Utami
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Decadal Analysis of Research Trends in Statistical Literacy 2025-05-02 Satyanarayan Choudhary
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Statistical decisions when modelling effects of teaching quality 2025-05-03 Carmen Köhler Benjamin Herbert Anna‐Katharina Praetorius
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O USO DA LÓGICA PROPOSICIONAL NA RESOLUÇÃO DE PROBLEMAS DE PROBABILIDADE 2025-04-30 Rafael Santos Silva José Albuquerque Gabriel Rodrigues da Silva Gonçalo F. Coutinho
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Comprensión matemática evidenciada por estudiantes de secundaria sobre las funciones exponencial y logarítmica 2025-05-02 Karen Gisel Campo-Meneses Javier García‐García
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Building quantitative skills with a simplified physical model of coastal storm deposition 2025-05-03 Eli D. Lazarus
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Educação estatística e o processo avaliativo na educação básica: uma análise das produções científicas 2025-05-05 Bruno Rafael Cardoso Santos Lilian Cristina Fonseca Menezes Luciano Pontes da Silva Cláudio Pinto Nunes
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DEPICT: A Framework for Ethical Reasoning in Statistics and Data Science with Case-Study Applications 2025-05-06 Jennifer Van Mullekom Mario Davidson
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Overview of Probability and Statistics: Concepts, Methods, and Applications 2025-05-06 Yi Liu
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Probability problem-solving: the role of probabilistic thinking of undergraduate mathematics education students with feminine female gender and field independent cognitive style 2025-05-01 Supratman Supratman Ketut Budayasa Endah Budi Rahaju
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Let Computing Be a Powerful Tool for Teaching Conceptual Biostatistics to Public Health Students 2025-05-07 Qi Zheng