## What are the applications of stochastic process?

Stochastic differential equation and stochastic control. Application of queuing theory in traffic engineering. Application of Markov process in communication theory engineering. Applications to risk theory, insurance, actuarial science and system risk engineering.

### What are the two lines in MACD?

Example of historical stock price data (top half) with the typical presentation of a MACD(12,26,9) indicator (bottom half). The blue line is the MACD series proper, the difference between the 12-day and 26-day EMAs of the price. The red line is the average or signal series, a 9-day EMA of the MACD series.

**Which time frame is best for MACD?**

The MACD is analyzed in three time frames: 4 hours, 1 hour and 15 minutes. Notice that the ratio of each time frame to the next is 4:1. The 1-hour and 4-hour MACDs serve as trend filters. The 15-minute MACD gives the buy and short sell signals.

**Is MACD a good indicator?**

The moving average convergence divergence (MACD) oscillator is one of the most popular technical indicators. Though it is not useful for intraday trading, the MACD can be applied to daily, weekly, or monthly price charts.

## What does MACD stand for?

Moving Average Convergence/Divergence indicator

### What is Brownian movement answer?

Brownian movement also called Brownian motion is defined as the uncontrolled or erratic movement of particles in a fluid due to their constant collision with other fast-moving molecules.

**What is MACD strategy?**

MACD strategy key takeaways MACD is one of the most commonly used technical analysis indicators. It works using three components: two moving averages and a histogram. If the two moving averages come together, they are said to be ‘converging’ and if they move away from each other they are ‘diverging’

**How Stochastic is calculated?**

The stochastic oscillator is calculated by subtracting the low for the period from the current closing price, dividing by the total range for the period and multiplying by 100.

## What is meant by stochastic process?

A stochastic process is a system which evolves in time while undergoing chance fluctuations. We can describe such a system by defining a family of random variables, {X t }, where X t measures, at time t, the aspect of the system which is of interest.

### What are the types of stochastic process?

Some basic types of stochastic processes include Markov processes, Poisson processes (such as radioactive decay), and time series, with the index variable referring to time. This indexing can be either discrete or continuous, the interest being in the nature of changes of the variables with respect to time.

**How do I check my MACD signal?**

MACD is momentum and trend following indicator. Use the MACD Crossover to confirm the trends. MACD Histogram is useful to confirm the breakout and also it is useful for checking trend reversal. MACD indicator helps a trader to find the trading opportunities.

**What is MACD length?**

The MACD line is the 12-day Exponential Moving Average (EMA) less the 26-day EMA. Closing prices are used for these moving averages. A 9-day EMA of the MACD line is plotted with the indicator to act as a signal line and identify turns.

## What is stochastic behavior?

The behavior and performance of many machine learning algorithms are referred to as stochastic. Stochastic refers to a variable process where the outcome involves some randomness and has some uncertainty. A variable or process is stochastic if there is uncertainty or randomness involved in the outcomes.

### What causes Brownian motion?

â€śBrownian motion refers to the random movement displayed by small particles that are suspended in fluids. This motion is a result of the collisions of the particles with other fast-moving particles in the fluid.