# Neyman construction


`````{tabs}
````{tab} Step 1

```{figure} ../assets/Neyman-construction/Neyman-construction.001.png
```

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````{tab} Step 2

```{figure} ../assets/Neyman-construction/Neyman-construction.002.png
```

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````{tab} Step 3

```{figure} ../assets/Neyman-construction/Neyman-construction.003.png
```

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````{tab} Step 4

```{figure} ../assets/Neyman-construction/Neyman-construction.004.png
```

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````{tab} Step 5

```{figure} ../assets/Neyman-construction/Neyman-construction.005.png
```

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````{tab} Step 6

```{figure} ../assets/Neyman-construction/Neyman-construction.006.png
```

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````{tab} Step 7

```{figure} ../assets/Neyman-construction/Neyman-construction.007.png
```

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````{tab} Step 8

```{figure} ../assets/Neyman-construction/Neyman-construction.008.png
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````{tab} Step 9

```{figure} ../assets/Neyman-construction/Neyman-construction.009.png
```

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````{tab} Step 10

```{figure} ../assets/Neyman-construction/Neyman-construction.010.png
```

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````{tab} Step 11

```{figure} ../assets/Neyman-construction/Neyman-construction.011.png
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````{tab} Step 12

```{figure} ../assets/Neyman-construction/Neyman-construction.012.png
```

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## Generalizing to higher dimensional data

```{figure} ../assets/HCPSS-stats-lectures-2020.001.png
```

```{figure} ../assets/HCPSS-stats-lectures-2020.002.png
```



## Connection to Wilks's theorem



`````{tabs}
````{tab} Step 1

```{figure} ../assets/wilks-delta-log-likelihood/wilks-delta-log-likelihood-1.gif
```

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````{tab} Step 2

```{figure} ../assets/wilks-delta-log-likelihood/wilks-delta-log-likelihood-2.gif
```

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