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Spearfishing with my childhood friend Coromandel, New Zealand -
XX Coromandel, New Zealand -
Dad and I giving some family friends a tour of the farm Te Puke, New Zealand -
Running at the 2015, New Zealand National champs for 1500m Dunedin, New Zealand -
Out on a camping trip with my partner Vedauwoo, WY -
Hanging with the girls! Te Puke, New Zealand
| Frequentist | Bayesian | |
|---|---|---|
| Answer given | Probability of the observed data given an underlying truth | Probability of the truth given the observed data |
| Population parameter | Fixed, but unknown | Prob. distribution of values |
| Outcome measure | Probability of extreme results, assuming null hypothesis (P value) | Posterior probability of the hypothesis |
| Weaknesses | Logical inconsistency with clinical decision-making | Subjectivity in priors' choice; complexity in PKPD modeling |
| Strengths | No need for priors; well-known methods | Consistency with clinical decision-making |
| PKPD application | Good estimates with large data | Adaptation of data to individuals |
(Introna, Michele, et al, 2022)1
The data is on the percent body fat for 252 adult males, where the objective is to describe 13 simple body measurements in a multiple regression model; the data was collected from Lohman, T, 1992[^3] .
| 1. Age (years) | 8. Thigh (cm) |
| 2. Weight (pounds) | 9. Knee (cm) |
| 3. Height (inches) | 10. Ankle (cm) |
| 4. Neck (cm) | 11. Extended biceps (cm) |
| 5. Chest (cm) | 12. Forearm (cm) |
| 6. Abdomen (cm) | 13. Wrist (cm) |
| 7. Hip (cm) |
Asparagus black-eyed bok bona brussels bunya cauliflower celtuce chestnut earthnut garbanzo gram green greens. Artichoke arugula avocado bamboo bell bitterleaf bok bunya carrot catsear cauliflower chard chestnut collard corn courgette dandelion dulse epazote esse fennel groundnut j. Asparagus aubergine azuki bamboo bean beetroot brussels cabbage celtuce cucumber dandelion dulse gram green groundnut. Asparagus aubergine avocado azuki bamboo beet beetroot bell carrot caulie celtuce chestnut chickpea coriander daikon dulse earthnut esse garlic green gumbo.
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