### Key Resources

**Sample to population inference - Michelle Dalrymple****Clarifying inferences at Level 3 - Michelle Delrymple****Sampling variation - Developing big ideas for sample-to-population inferences****Statistical Investigations Part 2****Statistical Investigations Part 3****Enriching sampling decisions - Jason Ellwood****Developing statistical report writing for ESOL and low literacy level students - Malia Puloka****Guidelines for "How to make the call"****Stick Figure Data Cards - Anna Fergusson****Masterpiece 2****Masterpiece 3****Introduction to making a call (Karekare College)****Developing Students' Inferential Reasoning****Next Steps****Animations of sampling variation****Level 7 Statistical Investigations, Kiwi Kapers 1, 2 and 3****Teaching activities for AS 2.9 - Lindsay Smith****FAQs for Inferential thinking****Visualising sampling variation at Level 7****Formal Inference****Statistical Reasoning with Data Cards - Webinar. Anna Fergusson****Star Trek Inference Tour****Comparing two groups - Dr Dalrymple's Blog****Inference Pain Points - Robyn Headifen****Statistical surprises and stories for Inference - Louise Addison****Inference AS 3.10 - What matters most?****Statistical surprises and stories in time series data - Louise Addison****Making the call Year 10**

### Teacher Preparation

**Sample to population inference - Michelle Dalrymple****Clarifying inferences at Level 3 - Michelle Delrymple****Sampling variation - Developing big ideas for sample-to-population inferences****Statistical Investigations Part 2****Where on earth did that rule come from? - Neil Marshall****Developing statistical report writing for ESOL and low literacy level students - Malia Puloka****Guidelines for "How to make the call"****Informal statistical inference revisited****Next Steps****Animations of sampling variation****Building inferential reasoning in statistics Part 1****Laying the foundations for inference****Issues in Level 2 NCEA: Use statistical methods to make an inference AS 91264****Telling Data Stories: Essential Dialogues for Comparative Reasoning****Approaches to sampling variability - Jared Hockly****FAQs for Inferential thinking****Statistical Reasoning with Data Cards - Webinar. Anna Fergusson****Dynamic Visualizations for Inference****Star Trek Inference Tour****Comparing two groups - Dr Dalrymple's Blog****Making a formal statistical inference with 100% confidence****Inference Pain Points - Robyn Headifen****Inference AS 3.10 - What matters most?****Changing Needs in a Changing World**

### Classroom Activities

**Statistical Investigations Part 2****Statistical Investigations Part 3****Enriching sampling decisions - Jason Ellwood****Analysing student attendance data - Jason Ellwood****Stick Figure Data Cards - Anna Fergusson****Snapshots of New Zealand - Ki te ao mārama****Masterpiece 2****Masterpiece 3****Armspans****Ready, steady, go****Introduction to making a call (Karekare College)****Developing Students' Inferential Reasoning****Baby Weights****Level 7 Statistical Investigations, Kiwi Kapers 1, 2 and 3****Teaching activities for AS 2.9 - Lindsay Smith****Inference writing frame****Kiwi Kapers 1****Data card sampling from a population Yr 9-12****Visualising sampling variation at Level 7****Formal Inference****Inference for Proportions and Inference for a Population****Collecting a sample with students using social media****Statistical surprises and stories for Inference - Louise Addison****Animal welfare****Statistical Inferences for Weaker Students****Statistical surprises and stories in time series data - Louise Addison****8 glasses per day?****Making the call Year 10****Rumbling Tummy**