(Comments)
Week 4: Options and Derivatives
Learning Material:
Day 1: Introduction to Options
Day 2: Options Pricing Models
import yfinance as yf # Define the stock symbol and date range stock_symbol = "AAPL" start_date = "2020-01-01" end_date = "2022-12-31" # Download historical data data = yf.download(stock_symbol, start=start_date, end=end_date) # Define call option parameters strike_price = 150 expiration_date = "2023-01-20" # Simulate a covered call strategy call_option_premium = data.loc[expiration_date]["Close"] - data.loc[expiration_date]["Close"] * 0.02 # Example premium strategy_payoff = data["Close"] - call_option_premium # Visualize the covered call strategy import matplotlib.pyplot as plt plt.figure(figsize=(10, 6)) plt.plot(data.index, strategy_payoff) plt.xlabel("Date") plt.ylabel("Payoff") plt.title("Covered Call Strategy Payoff") plt.show() Day 4: Introduction to Derivatives
Day 5: Exercise
Note: Week 4 covers options and derivatives, including pricing models and basic trading strategies in Python.
Alright! Let me simplify this for you. We’re talking about the **LM curve**, which shows the relationship between **interest rates (r)** and **income (Y)**. Now, you’re asking why this curve **slopes upward**, even though **r** is in the denominator in the formula.
read moreIn the September 10, 2024, presidential debate between Kamala Harris and Donald Trump, early analyses suggest that Kamala Harris was seen as the winner by several experts and media outlets. According to a flash poll and expert opinions, Harris performed slightly better, earning higher marks for her responses on issues like the economy, healthcare, and foreign policy. While both candidates were criticized for avoiding certain questions and sharing biased data, Harris received a C grade, compared to Trump's C- in some analyses【38†source】.
read moreA cash flow statement is a financial document that provides a detailed summary of a company's cash inflows and outflows over a specific period, typically divided into operating, investing, and financing activities. Its main purposes are:
read moreThe Japanese government, through the Bank of Japan (BOJ), raised interest rates in August 2024 in response to growing inflationary pressures. Japan had experienced years of low inflation, even deflation, but by mid-2024, inflation had accelerated beyond expectations, driven by higher energy costs, a weakening yen, and global supply chain disruptions. These inflationary trends threatened the BOJ's long-term price stability target.
read moreThe "yen carry trade" refers to an investment strategy where investors borrow yen at low interest rates and invest in higher-yielding foreign assets. Japan’s historically low interest rates made the yen attractive for this strategy, as borrowing in yen was cheap. Investors would use the borrowed funds to buy assets in countries with higher interest rates, pocketing the difference in yield.
read moreAn **asset bubble** doesn't have a single, universally accepted formula, but it can be understood through a combination of economic models and indicators that show when asset prices deviate significantly from their intrinsic or fundamental values. Typically, asset bubbles occur when the prices of financial assets, such as stocks, real estate, or commodities, rise rapidly and unsustainably due to speculative demand, often detached from the underlying economic fundamentals.
read moreIn the **IS curve** equation, the term \( \frac{1}{1 - c} \) plays a crucial role in determining how changes in **government spending (G)**, **taxes (T)**, and other components of aggregate demand affect the overall **output (Y)**.
read more
Collaboratively administrate empowered markets via plug-and-play networks. Dynamically procrastinate B2C users after installed base benefits. Dramatically visualize customer directed convergence without
Comments