Hey there! I've been diving into the book "Paul Wilmott on Quantitative Finance," and I stumbled upon this cool model for calculating and modeling returns. Basically, it helps us figure out how much a price has changed over a set number of periods—I like to use 20 periods as a default. Once we get that rate of change value, we crunch some numbers to find the...
This script is a technical indicator that calculates the year-over-year (YoY) or month-over-month (MoM) returns of a security. The returns are then plotted on a chart, with positive returns colored in green and negative returns colored in red.
Displays monthly and yearly returns in tabular format along with maximum, minimum, average returns and standard deviations. This uses boxes to build the table and as maximum boxes that could be used is 500, it displays up to 32 years of returns. However, for maximum, minimum, average and standard deviation calculations, it uses data from all months since...
this scrip is modified of Performance Table () of TradingView user @BeeHolder = Thank u very much. - @BeeHolder formula is based on daily basis, but my calculation is based on respective day, week and month. - The formula of the calculation is (Current Close - Previous Close) * 100 / Previous Close, where Past value is: 1D = close 1 day before 5D = close 5 day...
Overview The Annual Returns % Comparison indicator aimed to compare the historical annual percentage change of any two symbols. The indicator output shows a column-plot that was developed by two using a pine script table, so each period has pair columns showing the yearly percentage change for entered symbols. Features - Enter date range. - Fill up with any...
(This indicator was designed for the BTC index chart) Designed for Bitcoin. Plots the log of the close/20W SMA with a linear offset m*t, where m is the gradient I've chosen and t is the candle index. Anything above 1 is a mania phase/market cycle top. If it peaks around 0.92 and rolls over, it could be a local/market cycle top. This will obviously not work at...
An indicator that lets you visualize the historical Yearly Percentage returns of any symbol . Key Features: Displays the yearly returns from start to end of each year Displays a table showing all yearly returns for current symbol Displays start of each year as a vertical line Displays up to 5 custom horizontal levels Table Settings: ...
This is a script meant for the weekly timeframe . It shows the change between the current close and the close 52 bars ago. I find that this data can be useful for deciding how long to stay in a trade, and for deciding how far a stock is likely to move in a year based on it's historical returns. The High average takes the sum of all positive returns and averages it...
This script attempts to contextualize the instrument's latest return. It asks, "when a return of the same or greater magnitude occurred in the past, in the same direction, what was the following period's return?" By default, the latest return is used. For example, on a daily chart, that would mean "today's" return. However, you can select any return you want...
RAR - risk adjusted returns. This methodology could be helpful in portfolio creation and position size risk management. We can set our own preference of risk tolerance via the X variable which is the exponent of volatility in our calculations. This gives an unlimited set of example portfolios on a given time-frame that can be sorted from return oriented to...
What does this indicator show? This indicator shows the rolling return of a set lookback period. The default indicator value is 20 which will show the rolling 20-day return because 20 trading days is 1 month.
Hi! I want to share a simple script I built to analize the seasonality of Bitcoin and other assets. So far it just displays the average return of each month, but I might add some more things later on. The best timeframe to use it is the monthly timeframe it works on all timeframes but you need the full history for the average, and on weekly you will see issues...
**This indicator can be applied to the ticker of your choice (not just BTC)** Markets are said to be "efficient". An efficient market is by definition unpredictable - no matter the amount of ML, computation, or indicators thrown at it. In particular, in an efficient market, TA will not be of help. An illustration of efficient markets is the WSJ's longstanding...
Buy on Mondays sell on Tuesdays. Just a simple tracking of returns. It works only on the weekly charts
This Script displays Regular or Log Returns as either a line or histogram and labels the current bar. If something other than price is selected as the source, the result is percent change with a positive or negative slope. If a moving average of price is used as the source, the result is analogous to a strength index Other options include a look-back period...
The Kolmogorov–Smirnov test aims to tell you if the distribution of prices (or log returns) tends to follow a normal distribution or not. You can read about this test on Wikipedia . It seems to be a basic but trusted measure in the quantitative trading world. When KS-t columns are blue, then it's safe to assume normal distribution. When they are red, the normal...
Portfolio Metrics **New** 'returns' 'log returns' 'geometric returns' portfolio alpha portfolio beta portfolio,market correlation portfolio standard deviation portfolio variance mean portfolio returns maximum drawdown maximum gain