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Resources for teaching statistics
: NZC Level 8
Statistical Investigations: Relationships
Teacher Preparation
Wrangling Statistics Assesssments – Lucy Edmonds
The Emotional Statistician – Michael Shadbolt
Video: Introduction to Relationships
Teaching research for NCEA L2 and L3 Statistics
Video: Relationships Between Numeric Variables [5 min]
Video: Trend, scatter and outliers [6:42]
Video: More about Relationships [1:32]
Video: Lines, curves and smoothers [4 min]
Article: Interpreting the slope of a trend line
Article: Association and correlation
Videos: Some next steps
Ethics in Statistics (2014)
Investigating bivariate measurement data using iNZight
Additional resources
Google classroom and Goobric apps for formative and summative NCEA assessments.
Innovative cross-curricular assessment
Strategies and tools to support statistical report writing – Sophie Wright
Assessment methods for statistics internals – Caitlin Clock
Variation, Variation, and Variation – Anzar Chida
Level 3 Internal Standards overview – Robyn Headifen
Careers in Statistics Posters
Regression
Genstat for Yr 11 and 13 Statistical analysis
Classroom Activities
Statistical surprises and stories in bivariate data – Louise Addison
Nine weird tips for adding awesomesauce to Level 2 & 3 Stats! – Michael Shadbolt
Aiming for Excellence in bivariate data
McDonald’s food nutritional study
Additional resources
You’re doing what? PhD students share their stats journeys
Level 1 through to Scholarship Stats – Liz Sneddon
Demystifying distributions
Overcoming the blank page: Get students writing in level 2 and 3 stats – Natalie Kallwass
Working with modern data: A crash course – Anna Fergusson, Liza Bolton
Data Journalism
Against All Odds – Scatterplot unit
Investigating the relationship between the weight of cars and their fuel efficiency
Dead men DO Tell Tales and other Statistical Stories
Analysing student attendance data – Jason Ellwood
Hans Rosling: The good news of the decade?
Fitness levels
Maui’s dolphin: uncovering a new sub-species
200 countries in 200 years
Meaningless and meaningful correlations
Datasets
FAO Statistical Yearbooks
Journal of Statistics Education – Datasets
Data sets for bivariate investigations
Download
Visualise
CensusAtSchool 2007 data subset (15,000 rows)
Download
Visualise
CensusAtSchool 2009 data subset (15,000 rows)
Download
Visualise
NZ Incomes 2003 SURF
SURF data sets
Tools
BYOP Sampling: Sample from your own population file
iNZight Lite
iNZight
NZGrapher
Gapminder
Sourcing Materials
Big data in Small Classrooms – Jon Fahlander & Rhys Jones
Working with modern data: A crash course – Anna Fergusson, Liza Bolton
Achievement Standard
Achievement Standard 3.9 (AS 91581)
3.9 Conditions of assessment Feb 2013
Clarification of the standard (AS 91581)
TKI assessment resources (AS 91581)
NZQA Exemplars (AS 91581)
Mathematics and Statistics Facilitators website
Senior Secondary Guide AO S8-1