# 正弦波入門
- ディジタルな正弦波を作成する
- 正弦波の周波数を指定して「聞くことのできる」波を作る
- waveモジュールを用いたwav出力
- scipyを用いたwav出力
- Audio関数による再生

## セットアップ

```python
import wave
import numpy as np
from scipy.io import wavfile
from IPython.display import Audio
```

```python
OUT_WAVE_FILE = "out_wave.wav" # 出力wavファイル
OUT_SCIPY_WAVE_FILE = "out_wave_scipy.wav" # 出力wavファイル（scipyバージョン）
```

チャンネル数、量子化ビット数、標本化周波数を指定する

```python
n_channel = 1                   # モノラル
bitdepth = 2                      # 量子化ビット数 16 bit (2 byte)
n_framerate = 16000     # 標本化周波数 (Hz)
```

## 正弦波の作成

ここで実際の正弦波の仕様を決める必要がある。
まず、連続時間で考えるとして、正弦波信号$x(t)$は
$$
    x(t) = A \sin (2\pi f t)
$$
と書ける。ここで$A$は振幅、$f$は周波数、$t$は連続時間（実数）とする。

標本化周期を$T_s$とすると、標本化周波数$F_s$は$$F_s = \frac{1}{Ts}$$である。

$x(t)$を$t=1/F_s$ごとに標本化する必要があるので（ディジタル化！）、$$t=nT_s = \frac{n}{F_s}\;\; (n = 0, 1, 2, \ldots)$$を$x(t)$の式に「代入」して
$$
    \begin{align}
        x(nT_s) = x[n] = A \sin \left(2\pi f\:n T_s\right) = A \sin \left(2\pi f \frac{n}{F_s}\right) \;\; (n = 0, 1, 2, \ldots) \tag{1}
    \end{align}
$$
を得る。離散時間信号を連続時間信号と区別するために、[ ]を用いた。

続いて連続時間の正弦波の仕様を決める：

```python
freq = 1000                    # 正弦波の周波数 (Hz)
duration = 2                    # 音の継続時間 (sec)
amplitude = 8000          # 正弦波の振幅

Ts = 1.0 / n_framerate           # 標本化周期 (sec)
```

式(1)に基づいて離散時間の正弦波を作成する。

```python
# 正弦波作成
time = np.arange(0, duration, Ts)  # 継続時間に等しい標本点の作成 → [0 duration]間をTs間隔で区切る
sine_wave = amplitude * np.sin(2 * np.pi * freq * time) # ベクトル入力(time)とスカラー倍(Amplitude)
```

## 正弦波の保存

```python
# サンプル数
n_frames = len(sine_wave)
```

```python
# bytesオブジェクトへの変換（今のところは「おまじない」扱いでOK）
sine_wave = sine_wave.astype(np.int16) # floatから符号付き16bit整数への量子化（＝整数への丸め処理）
sound_frames = sine_wave.tobytes() # arrayをバイナリデータ化する = bytesオブジェクトへの変換
```

```python
# wavの書き込み (waveモジュール)
with wave.open(OUT_WAVE_FILE, "w") as sound:
    sound.setnchannels(n_channel)    # チャネル数
    sound.setsampwidth(bitdepth)     # 量子化ビット数 (byte!)
    sound.setframerate(n_framerate)  # 標本化周波数 (Hz)
    sound.setnframes(n_frames)       # チャネルあたりのサンプル数
    sound.writeframes(sound_frames)  # 音声データの書き込み
```

```python
# wavの書き込み (scipyモジュール) -> お手軽！
wavfile.write(OUT_SCIPY_WAVE_FILE, n_framerate, sine_wave)
```

## 正弦波の再生

```python
Audio(sine_wave, rate=n_framerate) # 再生
```

<audio  controls="controls" >
    <source src="data:audio/wav;base64,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" type="audio/wav" />
    Your browser does not support the audio element.
</audio>


# Daily Assignment 6 - EEP 118 Spring 2022

## 1. Practice Exercise after Lecture 6

 In order to test whether the retail price of gasoline varies across areas in ways that suggest price discrimination, we use ZIP code-level data on the price of gasoline in South California over time, and estimate the following regressions:
\begin{align}
\widehat{\ln(R)}& =-0.32+ 0.008 prpblack  + 0.011 \ln(income)+0.075 MC  ~~~~~~~~~~~~~~~~ n=1462~~~~~ R^2=.678\\
\widehat{\ln(R)}& =-0.010+ 0.004 prpblack  +0.083 MC  \hspace{5cm} n=1462 ~~~~~ R^2=.608
\end{align}
where  $R$ is the retail price of gasoline, $prpblack$ is the proportion of the ZIP code population that is black, $income$ the average income in the ZIP code, and $MC$ a dummy variable for a Major City in South CA.

1. Interpret the estimated coefficients on $prpblack$ and on $MC$ in model 1 (Remember to discuss sign and size).

Add written answer to 1. here

2. Comparing the results from the two estimations, is discrimination larger or smaller when you control for the income variable? What do you infer from this on the correlation between the average income and the racial characteristics of the zip code (justify your claim)?

Add written answer to 2. here

```R
# Loading packages
library(haven) # for loading dta file
library(readxl) # for loading excel files
library(tidyverse) # for dplyr/ggplot/more
```

## R Applied Exercise

The following table contains the quantity and the price of a barrel of oil for twelve periods. Price is in dollars and quantity is in thousand of barrels. This table is in the Daily Assigment Folder saved as two file formats,  oilDemand.dta and oilDemand.xlsx.

| Period | World Q | Oil Price |
|--------|---------|-----------|
| 1 |61440 | 145.43|
| 2 | 62083 | 145.21 |
| 3 | 62769|134.41|
| 4 | 64494|121.29|
| 5 | 66023|114.24|
| 6 | 67769|107.88|
| 7 | 69652|103.73|
| 8 | 70206|94.62|
| 9 | 73530|86.70|
| 10 | 74540|75.07|
| 11 | 76258|73.26|
| 12 | 75502|67.35|

(i). Using R, load either `oilDemand.dta` or the excel equivalent

```R
# add code for (i) here
```

(ii). Estimate the relationship between Quantity Q and price using OLS; that is, obtain the intercept and slope estimates in the equation
	$$\widehat{Q} = \hat{\alpha}_0+\hat{\alpha}_1 price$$

Comment on the direction of the relationship. Does the intercept have a useful interpretation here? Explain. How much higher is the Quantity predicted to be if the price is increased by 25 dollars?

```R
# enter code for (ii) here
```

Add written answer to (ii) here

(iii.) Create a new variable that consists of the fitted values and residuals for each observation, and verify that the residuals (approximately) sum to zero.

```R
# add code for (iii) here
```

(iv). What is the predicted value of Quantity when price $=100$?

```R
# add code for (iv) here
```

Add written answer for (iv) here

(v). How much variation in Quantity for these twelve periods is explained by price? Explain.

```R
# add code for (v) here
```

Add written answer for (v) here

(vi). Plot data and fitted values into the same figure.

```R
# add code for (vi) here
```

Add written answer for (vi) here

See solutions pdf on bCourses and the *DA6.R* file for commands to solve the above.

## Replication Lecture 6

Feel free to replicate all we did in Lecture 6, by running in R the code `Lecture6.R` that uses  `Lecture6.dta`.

```R
# use for replication by copying code or run .R file in RStudio on datahub
```