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File size: 19 KB
The document outlines a syllabus for a course on applied data analysis, detailing the topics covered, the structure of the course, assignments, and assessments.
Year:
2023
Region / city:
Emory University, USA
Topic:
Applied data analysis, Statistical learning, Machine learning, Statistical decision theory
Document type:
Syllabus
Institution:
Emory University
Instructor:
Abhishek Ananth
Target audience:
Students in data science, statistics, and related fields
Prerequisite:
None
Course duration:
15 weeks
Reading material:
Hansen, Bruce. Econometrics. Princeton University Press, 2022. James, Gareth, et al. An Introduction to Statistical Learning: with Applications in Python. New York: springer, 2023.
Assessment:
Problem sets (5) – 14% each, Class participation – 5%, Take-home final – 25%
Date of approval:
Not specified
Date of changes:
Not specified
Price: 8 / 10 USD
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Note:
Year
Note:
Year
Topic:
Statistics
Document Type:
Academic Text
Target Audience:
Students, Researchers in Criminal Justice, Statistics
Year:
Not specified
Region / City:
Not specified
Subject:
Statistics, Hypothesis Testing
Document Type:
Teaching Guide
Institution:
Not specified
Author:
Not specified
Target Audience:
Teachers, Learners
Period of Validity:
Not specified
Approval Date:
Not specified
Date of Changes:
Not specified
Year:
2023
Topic:
Physics Lab Experiment
Document Type:
Scientific Experiment
Author:
Unspecified
Target Audience:
Students in Physics
Period of validity:
N/A
Approval Date:
N/A
Date of Changes:
N/A
Year:
1937
Region:
Pacific Ocean / Howland Island area
Subject:
Aviation history and psychology
Document type:
Research study / scientific article
Organization:
TIGHAR (The International Group for Historic Aircraft Recovery)
Author:
J. Guthrie Ford, Ph.D.
Target audience:
Scholars, aviation historians, and psychology researchers
Period covered:
July 2, 1937, post-lost period of Amelia Earhart
Methodology:
Language-based analysis of post-lost communication
Comparative cases:
"Lady Be Good" crew (1943), Captain William Lancaster (1933)
Data sources:
Diaries, forensic analysis, archival records, radio and navigation data, eyewitness accounts
Year:
2023
Region / City:
Global
Field:
Astrobiology, Philosophy
Document Type:
Academic Paper
Institution:
Independent Research
Author:
Unknown
Target Audience:
Academics, Researchers, Students in Astrobiology, Philosophy, and Science
Period of Application:
Contemporary
Approval Date:
2023
Date of Changes:
None
Course:
Astronomy 5
Document Type:
Study Guide
Academic Field:
Astronomy
Topic Areas:
Scientific Method; Celestial Sphere; Motions of the Earth; Phases of the Moon; Eclipses; Gravity; History of Astronomical Models; Nature of Light; Electromagnetic Spectrum; Telescopes; Comparative Planetology
Related Concepts:
Nebular Hypothesis; Geocentric and Heliocentric Models; Newton’s Laws; Kepler’s Laws; Blackbody Radiation; Absorption and Emission Spectra
Scientists Referenced:
Aristotle; Eratosthenes; Ptolemy; Copernicus; Tycho Brahe; Johannes Kepler; Galileo Galilei; Isaac Newton
Educational Level:
College or University Introductory Astronomy Course
Intended Audience:
Students enrolled in Astronomy 5
Assessment Context:
Comprehensive Final Exam
Permitted Exam Materials:
Hand-written notecard (5”×8” for final exam)
Content Coverage:
Astronomy fundamentals, celestial motions, lunar phases and eclipses, gravitational theory, properties of light, telescope design, and planetary classification
Instructional Format:
Topic prompts and conceptual questions for exam preparation
Year:
2026
Region / City:
Not specified
Subject:
Statistics / Probability / Hypothesis Testing
Document Type:
Educational Case Study
Institution:
Not specified
Author:
Not specified
Target Audience:
Students or learners of statistics
Sample Size:
Various (30, 50, 120)
Significance Levels:
5%, 10%
Tests Conducted:
One-tailed and two-tailed binomial tests
Variables:
Dice rolls, coin flips, cucumber weights, egg yolks
Purpose:
Assess potential bias or effect of intervention in binomial outcomes
Note:
Year
Topic:
Statistics, Mathematics
Document Type:
Worksheet
Institution:
Pearson Edexcel
Target Audience:
A Level Mathematics Students
Language:
English
Document Type:
Multiple-choice questionnaire
Subject:
Scientific method and experimental design
Topic:
Hypotheses, experiments, bias, placebo, correlation, and scientific reasoning
Format:
Assessment questions with answer choices
Number of Questions:
19
Educational Context:
Science education and research methodology instruction
Intended Audience:
Students studying basic scientific methodology
Structure:
Question prompts followed by five answer options each
Disciplinary Field:
Philosophy of science / research methods
Year:
Not specified
Region / City:
Not specified
Study Type:
Observational study
Analysis Method:
Weighted Logistic Regression, IPTW
Variables:
License Suspension, SES Index, Age, Race, Sex
Sample Size:
879
Outcome Measures:
Odds Ratios with 95% CI, Wald χ², p-values
Hypothesis:
Effect of license suspension on unemployment
Data Source:
Supplementary materials
Date:
05 November 2019
Region / city:
Johannesburg
Subject:
Travel estimation and flight booking details
Document type:
Flight booking estimate
Agency / institution:
Jet Stream Travel
Author:
Pat van Haarlem
Target audience:
Individual travelers
Validity period:
05 November 2019
Approval date:
05 November 2019
Date of changes:
None
Date:
04 November 2019
Agency Reference Number:
8SJ520
Document Reference Number:
FO8SJ58SJ5PV4404116
Traveller:
P1 - WHITE/DAVIDMR (Adult - ADT)
Note:
Flight Details
Flight 1:
SA308, Cape Town - CPT to Johannesburg - JNB, 11 Dec 2019, 06:15 - 08:10, Class Z - Business
Flight 2:
SA184, Johannesburg - JNB to Nairobi - NBO, 11 Dec 2019, 10:00 - 15:00, Class D - Business
Flight 3:
SA185, Nairobi - NBO to Johannesburg - JNB, 16 Dec 2019, 15:45 - 18:50, Class D - Business
Flight 4:
SA2023, Johannesburg - JNB to Cape Town - CPT, 16 Dec 2019, 20:20 - 22:30, Class Q - Economy
Currency:
ZAR
Fare:
31190.00
Taxes:
3333.86
Fee:
1000.00
Vat:
62.29
Total:
35586.15
Fare Valid Until:
Close of Business Today: 04 November 2019
SA308 Flying Time:
1 Hours 55 Minutes, No Stops: 0, Baggage: Adult - 2PC, Carbon Emission: 211.79 kgs
SA184 Flying Time:
4 Hours 0 Minutes, No Stops: 0, Baggage: Adult - 2PC, Carbon Emission: 374.00 kgs
SA185 Flying Time:
4 Hours 5 Minutes, No Stops: 0, Baggage: Adult - 2PC, Carbon Emission: 381.79 kgs
SA2023 Flying Time:
2 Hours 10 Minutes, No Stops: 0, Baggage: Adult - 2PC, Carbon Emission: 202.58 kgs
Flights:
ZAR 35586.15
Approximate Total:
ZAR 35586.15
Tel:
011 234 2412 | Email: [email protected]
Date:
Friday, 04 October 2019
Agency Reference Number:
8SJ520
Document Reference Number:
FO8SJ58SJ5PV4306578
Note:
Flight Details
Flight:
JE156
From:
Cape Town - CPT
To:
Johannesburg - JNB
Departs:
15:55
Arrives:
17:50
Class:
Q - Economy
Baggage:
Adult - 20K
Carbon Emission:
211.79 kgs
Currency:
ZAR
Fare:
810.00
Taxes:
119.42
Fee:
250.00
Vat:
173.19
Total:
1352.61
Flying Time:
1 hour 55 minutes
No Stops:
0
Flight Operated by:
Comair
Flights:
ZAR 3602.22
Approximate Total:
ZAR 3602.22
Tel:
011 234 2412
Email:
[email protected]
Agency Reference Number:
PPR6BC
Document Reference Number:
FO8SJ58SJ5PV3995137
Date:
Tuesday, 02 July 2019
Flight Details:
SA346, AF995, AF990, AF6659
Fare:
ZAR 38800.00
Taxes:
ZAR 8420.86
Fee:
ZAR 1000.00
VAT:
ZAR 62.29
Total:
ZAR 48283.15
Fare Valid Until:
Close of Business Today: Tuesday, 02 July 2019
Carbon Emission:
211.79 kgs, 1005.13 kgs, 989.54 kgs, 202.58 kgs
Agent Details:
Pat van Haarlem | Travel Consultant
Contact:
011 234 2412 | Email: [email protected]
Year:
2010
Region / City:
N/A
Topic:
Fault Detection, Gearbox Systems
Document Type:
Technical Description
Organization / Institution:
PHM Society
Author:
N/A
Target Audience:
Researchers, Engineers
Period of Validity:
N/A
Approval Date:
N/A
Modification Date:
N/A
Year:
2025
Region / City:
Australia
Topic:
Greenhouse Gas Emissions Estimation
Document Type:
Guideline
Agency / Organization:
Department of Climate Change, Energy, the Environment and Water
Author:
Environmental Accounting Services
Target Audience:
Government, environmental agencies, industry stakeholders
Period of Validity:
Not specified
Approval Date:
Not specified
Amendment Date:
Not specified
Year:
2025
Region / city:
Canberra
Topic:
Greenhouse gas emissions estimation, agriculture, fisheries, and forestry
Document Type:
Guidelines
Institution:
Department of Climate Change, Energy, the Environment and Water
Author:
DCCEEW (Department of Climate Change, Energy, the Environment and Water)
Target Audience:
Agricultural, fisheries, and forestry professionals, environmental researchers
Period of Effect:
Ongoing
Approval Date:
February 2025
Date of Revisions:
Not indicated
Intellectual Property Rights:
Commonwealth of Australia owns copyright and other intellectual property rights
Acknowledgments:
Environmental Accounting Services for drafting, Voluntary Greenhouse Gas Estimation and Reporting Standards Reference Group for contributions
Creative Commons License:
CC BY 4.0
Contact Information:
Department of Climate Change, Energy, the Environment and Water, GPO Box 3090, Canberra ACT 2601, Telephone 1800 920 528
Disclaimer:
Liability for any damages or loss related to the document is disclaimed
Note:
Contextual Description
Year:
2025
Region / City:
Canberra, Australia
Topic:
Greenhouse Gas Emissions Estimation
Document Type:
Draft Guidelines
Agency / Institution:
Department of Climate Change, Energy, the Environment and Water
Author:
Environmental Accounting Services, Voluntary Greenhouse Gas Estimation and Reporting Standards Reference Group
Target Audience:
Agriculture, Fisheries, and Forestry industries, producers, advisors, decision-makers
Period of Application:
Ongoing
Approval Date:
February 2025
Date of Changes:
N/A