Trend Trading Using TOS Regression Channel (2024)

How to create a Regression Channel in ThinkorSwim and “Trade the Trend.”

Table of Content

  • Commentary – ThinkorSwim Regression Channel
    • Regression Line
    • Regression Channel
    • TOS Regression Channel Deviation
  • This Week’s Market Sentiment
    • Trading Readiness Level (DEFCON)
  • Profit and Loss Statement
  • Schedule for this Week
  • This Week’s Trade Activity
    • Vertical Spreads Opened This Week
    • Vertical Spreads Currently Cooking
    • Vertical Spreads Closed This Week

Rule number three,
you will not cry, or whine, or laugh, or giggle,
or sneeze, or burp, or fart.
So, no, no annoying sounds.

– Gru (Movie: Despicable Me)

ThinkorSwim Regression Channel

Trend Trading Using TOS Regression Channel (1)

In a recent post,Trend Trading Options – the Samwise Strategy, I gave myself sound advice – follow the trend when opening new Vertical Bull Put Credit Spreads. But getting somewhat despicable myself, I decided to regress a little and enhance that advice by using the Thinkorswim’s Regression Channel instead of a simple trend-channel.

Creating a Trend-Channel using thinkorswim’s active tools was my way of visually comparing multiple Options Spreads possibilities. The trend-channel sets the boundaries of my prospective positions and helps me confirm myEntry Rules. Before adopting the “Regression Channel” tool, I would create a trend-channel by using the trend-line tool and manually draw a channel that “looked good.” The problem was the lack of consistency between each of the channels I created. Using the Regression Channel tool will help me be more consistent across time.

Commentary Contents

  • Regression Line
  • Regression Channel
  • TOS Regression Channel Deviation

Regression Line

Before thinking about a ThinkorSwim Regression Channel, I need to understand the Regression Line.

Using the last 120 days of AMD’s trading data as an example, I can draw a Regression Line by first clicking the “Active Tools” icon at the bottom right of thinkorswim’s chart tab. The popup menu will show many tools to use. The one I want is the “Regression Line.”

Trend Trading Using TOS Regression Channel (2)

A Regression Line is a straight line that best fits through a series of points on a chart. It is a simple way of displaying the general behavior of these points.

To draw a Regression line in thinkorswim, simply click the mouse anywhere in the future of the data points and drag the line to how many days I want to include. In this graph, I drew a 120-day Regression Line.

Trend Trading Using TOS Regression Channel (3)

Regression Channel

But for my needs, I want a Regression Channel.

Again, clicking the Active Tool icon at the bottom right, select the “Regression Channel” option. I can then easily create the channel by clicking the mouse anywhere in the future of the data points and then dragging left for 120 days.

Trend Trading Using TOS Regression Channel (4)

By default, the channel’s top and bottom lines are 1/2 Standard Deviation above and 1/2 Standard Deviation below the center Regression Line (the Regression Channel is 1-Standard Deviation wide). Therefore, for the past 120 trading days for AMD, 68.27% of all strike-points fell within this channel.

TOS Regression Channel Deviation

Hovering my mouse over the Regression Channel will display a popup dialog box with all kinds of information. One nugget of data is the “Deviation.”

In the image above, Deviation = 5.95. This means that the top line (1/2 Standard Deviation) is $5.95 above any point along the center Regression Line. The bottom line (1/2 Standard Deviation) is $5.95 below the centerline. This knowledge helps me verify that the Short-Strike I need to choose needs to be at least $5.95 below the current price.

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This Week’s Market Sentiment

(As of 01/24/2021)

This Market Sentiment Section is typically completed by midday Monday morning. By the time this journal is published, it will be a week old.

In this section, I review five indicators: VIX, S&P 500 Put/Call Ratio, S&P Market movement, Consumer Sentiment Index, and Geopolitical events that could affect the market’s direction. I will use these indicators to help guide my trading decisions for this week.

VIX: Broad Market Volatility

VIX 9-Day SMA dipped a little last week to 22.8% from 23.5% last week. The one-week deviation saw a little bump to 1.4 from last week’s 1.0.

The VIX is an emotion-gauge for the general investing population. It is thought to be driven by the Marketeers’ current level of greed or fear. As a one-month forward-looking volatility matrix, it is not designed to tell us which direction the market will be going, but more of how fast it can get there.

A VIX of 15% is assumed to be a market at rest. But since the intrinsic nature of the Stock Market is to move up, a VIX closer to 15% or below will have an innate tendency to rise.

Trend Trading Using TOS Regression Channel (6)

The 4-month regression channel for the VIX continues its slow and steady decline from the uncertainty of the approaching Nov ’20 elections. But from the election day retreat (about 80 days ago) it has been functional flat as the Marketeers try to get a read on the new Biden Administration.

The 9-Day SMA and the 50-Day SMA have been closely tracking each other for the past 10 days and the uncertainty level appears to be leveling out. And the current value of 21.9% is near the lowest its been since the COVID-Crash began back in Feb.

The short-term trashing of the VIX is also mostly muted at 1.4 deviations from the center-line. This signals that most of the Marketeers are agreeing to the lowering of uncertainty.

The VIX is still relatively high, so premiums for credit spreads should remain high.

Based solely on the VIX, I would initially set this week’s DEFCON (Options Trading Readiness Signal) level to 4

DEFCON = 4

Put/Call Ratio:

Put Options are frequently used as protection against existing investments falling. When the ratio between Put Options bought versus Call Options bought is above 1, then this is an indicator that the Marketeers are buying insurance to what they may see as declining Markets. Conversely, when the Put/Call Ratio falls below 1, then there is a general sense that the broader Markets will increase, and more investors are buying more than selling.

Trend Trading Using TOS Regression Channel (7)

The current Put/Call Ratio of 1.62 is down from 1.92 from a year ago (just prior to the COVID-Crash). This makes the current ratio near 18% down from a year ago.

Looking at this indicator alone, I would set the DEFCON to level 2. But since the ratio is dropping AND the VIX is over 15%, I will adjust this week’s DEFCON level to 3. But that is the readiness signal only after looking at two indicators. This will change and I move down.

DEFCON = 3

Consumer Sentiment Index (CSI):

The CSI’s current level of 79.2 is down from 80.7 from last month and down from 99.8 1 year ago.

The new chart below comes from ycharts.com.

This Consumer Sentiment Index (CSI), as provided by University of Michigan. This indicator tracks US consumer sentiment based on surveys on random samples of US households.

A low rating is a general dissatisfaction with our current management of U.S. economic policies. This dissatisfaction will imply that something has to change.

A high satisfaction rating suggests approval of the current policy management and implies market stability.

Trend Trading Using TOS Regression Channel (8)

The US Consumer Confidence continues to inch down over the past few weeks. But the rate of change does not affect the general sentiment that the economy remains stagnant as the pandemic rages on.

The CSI has been hovering around the 80 levels since October. This level still signals dissatisfaction with the current economy. Apparently, most are waiting to see how well the new Congress and Administration will play together.

There is no suggestion that the CSI should change theDEFCONrating.

DEFCON = 3

Market Indexes:

DOW (DJX) = 30,997 – Up 0.6% from 30,814 last week. (4 week deviation: 3.4, flat from 3.3 last week)
S&P 500 (SPX) = 3,841 – Up 1.9% from 3,768 last week. (4 week deviation: 47.5 – flat from 39.7 last week)

The S&P 500 is a stock market index that tracks the 500 largest companies in the U.S. This index represents about 80% of all the capitalization for the country. The S&P is widely considered the best indicator of how all the U.S. markets are performing.

Trend Trading Using TOS Regression Channel (9)

The S&P 500 continues a lazy bull run for over four months.

The current price is above the 9-Day SMA and is well above the 50-Day SMA. This signals that the recent Bull Run is still… running.

For the S&P 500, measuring the price thrashing (deviation) for the past four weeks (currently 47.5) remains relatively flat. The narrowing of the trend will undoubtedly continue as the tail end of the four-month trend channel moves beyond the Nov election.

The lazy bull trajectory added to the falling VIX is a good signal that the Marketeers are pretty much focused on a sustainable trend. The positive long-term Market Index should improve the DEFCON.

DEFCON = 4

Geopolitical Tree-Shakers (GTS):

One way to look at the GTSs is like a lit fuse to a bomb. The fuse can be fast or slow, and the bomb can easily be a dud. But I need to watch this closely as an indicator. The GTS can significantly disrupt all the other indicators at a drop of a hat.

  • Trumps pending Senate trial
  • Continue fallout from the Captial insurgency
  • Biden’s moratorium on new oil permits on Federal land + Keystone Pipeline
  • The US re-entering the Paris Climate treaty
  • Biden giving pessimistic COVID info compared to Trump’s optimistic info
  • Congress seems to be functioning (honeymoon period)
  • Court-packing and Senate filibuster rules still being negotiated
  • Stimulus bills and Billions to Gualamola

Geopolitical hysteria seems a lot muted from the past year. Those jingliest journalists who made their name by scaring the hell out of the country have to now change their tune.

The Trump trial will not have much effect on the general markets since he is no longer defining policies and the Senate is no longer throttling spending. So no matter how the trial turns out, it should not affect my Market Sentiment. And the fact that Justice Roberts will not preside over the trial is giving ammo to the remaining Trump loyalist in the senate to not convict.

A Stimulus bill will brighten the broader market as it will help in feeding the businesses. A promised Infrastructure bill will also simulate stocks. So I am seeing most GTS issues to be positive instead of negative. Therefore none of these GTS should change the DEFCON level.

DEFCON = 4

My sentiment for this coming week:

Trading Readiness

DEFCON 4

This week, I will focus on:

  • two 10-Strike-Width spreads to maximize net premiums
  • Spread term of 8-weeks or less.
  • Probability of OTM > 70%

Cash Flow Statement

(As of 01/29/2021)

Year
2021
Month
Jan
Week
#4
Beginning Account Balance$16,000.00$16.000.00$16,422.89
Deposits (Div. & Int.)$0.00$0.00$0.00
Withdraws (paycheck)-$300.00-$300.00-$300.00
Premiums on Open$528.00$528.00$101.00
Premiums on Close-$0.00-$0.00-$0.00
Fees Paid (total)-$5.14-$5.14-$1.03
Ending Account Balance$16,222.86$16,222.86$16,222.86
Total Gain/Loss$222.86$222.86-$200.03
ROR3.3%0.6%
ROC3.3%

Realized Profit by Strategy

Year
2021
Month
Jan
Week
#4
Vertical Bull Put Credit Spread$0.00$0.00$0.00
Vertical Bear Call Credit Spread$0.00$0.00$0.00
Vertical Bull Put Debit Spread$0.00$0.00$0.00
Vertical Bull Call Debit Spread$0.00$0.00$0.00
Icon Condors$0.00$0.00$0.00
Cover Calls
Total$0.00$0.00$0.00

At the close of the first month of the year, none of my open positions had the opportunity to close. Although I do have a GTC trade trigger set on all open positions to buy-to-close if any of them hit 80% of max gain.

I’m investigating a new “Exit Rule”. I will set a GTC trade trigger to buy-to-close any open positions following this schedule:

  1. If expiration date is > 20 days, then close if doing so will generate 80% of max gain
  2. If expiration date is between 20-10 days, then close if doing so will generate 85% of max gain
  3. If expiration date is between 10-5 days, then close if doing so will generate 90% of max gain
  4. If expiration date is < 6 days then allow position to expire worthless

Schedule for this Week

Goals for this week: (01/25/2021 – 01/29/2021) (Week #4)

  • Document lessons learned or new thoughts
  • Open one or two wide-strike spread
  • Update Trading Log as trades occurs

Monday:

  • Determine/update this week’s market sentiment section
  • Calculate/record Put/Call Ratios for all stocks on the watch list
  • Review/tweak Trend-Channels for all stocks in the watch list
  • Set target expiration dates for all options as follows:
    • Bull Credit Spreads: Mar 19 (6-8 weeks)
      Note: If there are no Options Chains published for the 8-week expiration, then use the next Options Chain down from 8-weeks (7-weeks, 6-weeks). Beyond 4-weeks expirations, only the monthly chains are available to trade.
  • Look up Ex-Dividend dates for positions in/approaching ITM (MarketWatch/Calendar)
  • Stage possible trades for all watch list stocks by 10:00 AM
  • NO TRADING BEFORE 10 AM. (Let the Market find its direction after the weekend.)
  • Watch one Webcast or take one online mini-course to be completed by Friday.

Tuesday – Thursday:

  • Review how yesterday’s staged trades moved. Adjust premiums to take advantage of movements.
  • Submit a couple of Spreads, but keep a close watch. If one is accepted, cancel the others (we want only one new active trade per day).
  • Be mindful of Entry Rules.

Friday:

  • Review the total technical dollars at risk for this week. If significantly below $500, then submit additional spreads if prudent.
  • Update and post weekly journal (this blog) with any lessons learned or strategy changes.

This Week’s Trade Activity

(As of 01/029/2021)

Spread Count Summary:

Year
2021
Month
Jan
Week
#4
Vertical Bull Put Credit Spread440
Vertical Bear Call Credit Spread000
Vertical Bull Put Debit Spread000
Vertical Bull Call Debit Spread000
Iron Condor000
Total440

Current Dollars at Risk:

Year
2021
Month
Jan
Week
#4
Vertical Bull Put Credit Spread$4,573.$4,573.$0.
Vertical Bear Call Credit Spread$0.0.$0.
Vertical Bull Put Debit Spread$0.$0.$0.
Vertical Bull Call Debit Spread$0.$0.$0.
Iron Condor$0.$0.$0.
Total Dollar Risk$4,573.$4,573.$0.
Max Risk Allowed$16,000.00$8,000$2,000.

New Trades Opened This Week

(01/25/2021 – 01/29/2021)

QQQ: 290p/280p – Open 01/26/21 – Expires 03/19/21 – Max Gain = $101.00 – Open Price = $329.04
(Vertical Bull Put Credit Spread)
At Open: Prob. OTM=81.3%, Head Room=-11.9%, Max Loss=$898.00, ROC 11.1%, 52d Dev = 7.0

Trend Trading Using TOS Regression Channel (10)

Entry Rules for Vertical Bull Put Credit Spreads:

  • New maximum dollars at risk < $8,000? Yes ($5,472.00)
  • Max dollar at risk this position < $2,000? Yes ($898.00)
  • Max time to have any dollars at risk < 8 weeks (<56 days)? Yes (52 days)
  • Is the long-term trend (four months) bullish? Yes (see chart)
  • Is the short-term trajectory of the underlying bullish? Yes (see chart)
  • Is thePut/Call Ratio< 1, (or falling if it is > 1)? No (1.9 – slightly rising)
  • The current price above 9-Day SMA?: Yes (see chart)
  • 9-Day SMA above 50-Day SMA?: Yes (see chart)
  • Is the Short-strike > 1 SD below the current price? Yes (1SD=292.50)
  • Is the short-strikes Prob-OTM > 70%? Yes (81.3%)
  • Short-Strike price below the trend channel at expiration?: Yes (see chart)
  • The current price within the bottom 1/2 of Trend Channel?: No (see chart)
  • Is the long-strike at maximum width (>= 15)? Yes (10 strike width)
  • Set a GTC Conditional Trailing Stop Limit (CTSL): (Not Set)

This week’s DEFCON level is set to 4. So I am looking to maximize my collected premiums by selling two 10-strike-width spreads instead of one 15-strike-width. The above position is the first for this week.

Trades Currently Cooking

(As of 01/29/2021)

QQQ: 290p/275p – Open 01/20/21 – Expires 02/26/21 – Max Gain = $122.00 – Open Price = $322.05
(Vertical Bull Put Credit Spread)
At Open: Prob. OTM=83.3%, Head Room=-10.1%, Max Loss=$1,377.00, ROC 8.8%, 37d Dev = 4.1

SPY: 350p/340p – Open 01/14/21 – Expires 02/26/21 – Max Gain = $86.00 – Open Price = $380.48
(Vertical Bull Put Credit Spread)
At Open: Prob. OTM=81.3%, Head Room=-8.0%, Max Loss=$912.00, ROC 9.4%, 43d Dev = 4.7

QQQ: 280p/270p – Open 01/12/21 – Expires 02/26/21 – Max Gain = $102.00 – Open Price = $314.52
(Vertical Bull Put Credit Spread)
At Open: Prob. OTM=81.5%, Head Room=-11.0%, Max Loss=$897.00, ROC 11.3%, 44d Dev = 4.8

IWM: 180p/165p – Open 01/06/21 – Expires 02/019/21 – Max Gain = $116.00 – Open Price = $202.92
(Vertical Bull Put Credit Spread)
At Open: Prob. OTM=83.2%, Head Room=-11.7%, Max Loss=$1,383.00, ROC 8.3%, 44d Dev = 6.4
Now: Prob. OTM=54.4%, Head Room=-1.0%, IV%=36%

Trades Closed This Week

(As of 01/29/2021)

Nothing to close

Conclusion

Market jitters rose quite a bit during the middle of the week, as news about Reddit’s WallStreekBets group successfully Gunned the Market for GameStop and AMC. This caused a significant pullback and the VIX shot up to over 37%. Brokers like Robinhood restricted the trading of GameStop stocks in a brazen show of force.

I’m not sure of the internal dynamics of just what happened and why there is a heightened concern. But the situation has made it to the White House and there is a lot of concern amongst the pundits.

The position that I entered on Tuesday was supposed to be the first of two. But with most indexes in a moderate decline, I decided to stop there.

Disclaimer

Even though I have tried to make it clear that this blog is my journal, documenting my trek into Options Trading, it has been suggested by others that I, nevertheless, include a general disclaimer. So here goes…

“This blog and the information contained herein is not intended to be a source of advice or analysis concerning the material presented. The information and/or documents contained in the blog do not constitute investment advice.”

Contact Me

If you want to comment on this post’s topic, please use the “Leave a Reply” box below so it can be attached to the post for future reference. – Thanks

Trend Trading Using TOS Regression Channel (11)

Related

Trend Trading Using TOS Regression Channel (2024)

FAQs

How do you use a regression trend channel? ›

To draw the Linear Regression Channel, simply select the beginning of a trend and stretch the indicator to another point of the trend. The three lines of the Linear Regression Channel will self-adjust depending on the top and bottom of the trend.

How do you use regression channel thinkorswim? ›

In order to add the regression channel to chart, choose it from the Active Tool menu. Specify begin and end points of regression line: these will be snapped to the closest bars. Application will automatically adjust the slope of the lines based on linear regression.

Is linear regression good for trading? ›

Linear regression is the analysis of two separate variables to define a single relationship and is a useful measure for technical and quantitative analysis in financial markets. Plotting stock prices along a normal distribution—bell curve—can allow traders to see when a stock is overbought or oversold.

Is ROC curve used for regression? ›

ROC curves in logistic regression are used for determining the best cutoff value for predicting whether a new observation is a "failure" (0) or a "success" (1). If you're not familiar with ROC curves, they can take some effort to understand. An example of an ROC curve from logistic regression is shown below.

When should I use lasso regression? ›

The lasso regression allows you to shrink or regularize these coefficients to avoid overfitting and make them work better on different datasets. This type of regression is used when the dataset shows high multicollinearity or when you want to automate variable elimination and feature selection.

What is regression trend indicator? ›

The Linear Regression Indicator plots the ending value of a Linear Regression Line for a specified number of bars; showing, statistically, where the price is expected to be. For example, a 20 period Linear Regression Indicator will equal the ending value of a Linear Regression line that covers 20 bars.

What is lasso regression good for? ›

Lasso regression is also called Penalized regression method. This method is usually used in machine learning for the selection of the subset of variables. It provides greater prediction accuracy as compared to other regression models. Lasso Regularization helps to increase model interpretation.

How do you draw a regression trend line? ›

To add a regression line, choose "Add Chart Element" from the "Chart Design" menu. In the dialog box, select "Trendline" and then "Linear Trendline". To add the R2 value, select "More Trendline Options" from the "Trendline menu. Lastly, select "Display R-squared value on chart".

How do you automate trades in TOS? ›

Here, the code for the automated trading in ThinkOrSwim is quite simple: plot signal = if close >= 195 and close < 200 then 1 else 0; This lets us place the order conditions, and you may link it to something like the ask to avoid overpaying or even the mid-price, and set this as a GTC order.

What is the most profitable method of trading? ›

Forex Position Trading - Position trading requires an investor to hold a specific position for months to years. This is the best trading strategy ever, but it requires patience just as you would hold long-term stocks. History shows that you can make significant rewards with this strategy.

What is the most profitable trading style? ›

Intraday trading: This trading type makes you buy and sell your stocks on the same day before the market closes. You need to track your market position the entire day, looking for a good opportunity to sell your stocks. Intraday trading is a great method of making fast profits provided you invest in the right stocks.

What's the main drawback to linear regression? ›

No Multicollinearity

Linear regression studies the effect of each of the independent variables (X) on the dependent variable (Y). But when the independent variables are correlated, as in this case, it is difficult to isolate the impact of a single factor on the dependent variable.

What is the best way to visualize regression results? ›

15 Ways to Visualize Regression Results!
  1. 2.1 Ribbon Plot of Expected Values.
  2. 2.2 Scatterplot of Expected Values.
  3. 2.3 Line Plot of Expected Values, by Percentile.
  4. 2.4 Ribbon Plot by Level of Confidence.
  5. 2.5 2-D Density Plane of Expected Values.
  6. 2.6 Two Ribbons or More!
  7. 2.7 Dot and Whisker Plots.

Is linear regression a good indicator? ›

Linear Regression Channels are quite useful technical analysis charting tools. In addition to identifying trends and trend direction, the use of standard deviation gives traders ideas as to when prices are becoming overbought or oversold relative to the long term trend.

Why ROC curve is better than accuracy? ›

While both metrics are essential, ROC AUC is generally seen as a more important measure of how good an algorithm is. This metric considers the trade-offs between precision and recall, while Accuracy only looks at how many predictions are correct.

Which ROC curve is better? ›

COMPARING ROC CURVES

The closer an ROC curve is to the upper left corner, the more efficient is the test. In FIG. XIII test A is superior to test B because at all cut-offs the true positive rate is higher and the false positive rate is lower than for test B.

What is the difference between AUC and ROC curve? ›

AUC stands for "Area under the ROC Curve." That is, AUC measures the entire two-dimensional area underneath the entire ROC curve (think integral calculus) from (0,0) to (1,1).

What are disadvantages of Lasso? ›

Disadvantage of LASSO: LASSO selects at most n variables before it saturates. LASSO can not do group selection. If there is a group of variables among which the pairwise correlations are very high, then the LASSO tends to arbitrarily select only one variable from the group.

Do I need to normalize data before lasso? ›

Lasso, Ridge and Elastic Net regressions are powerful models, but they require normalization because the penalty coefficients are the same for all the variables.

Do you need to scale for lasso regression? ›

Scaling is Important to LASSO. Before we get into the code, we need to understand scaling a little bit more deeply. If we want to apply LASSO properly in SciKit-Learn, we need to scale our data first. Unlike in linear regression, scaling of features is essential in LASSO.

Which indicator is best for trend trading? ›

The average directional index (ADX) is used to determine when the price is trending strongly. In many cases, it is the ultimate trend indicator.

What are the 3 types of trend analysis? ›

There are three types of trend analysis methods – geographic, temporal and intuitive.

What are the 4 conditions for regression? ›

Linearity: The relationship between X and the mean of Y is linear. hom*oscedasticity: The variance of residual is the same for any value of X. Independence: Observations are independent of each other. Normality: For any fixed value of X, Y is normally distributed.

Which is better lasso or ridge regression? ›

The cost function for both ridge and lasso regression are similar. However, ridge regression takes the square of the coefficients and lasso takes the magnitude. Lasso regression can be used for automatic feature selection, as the geometry of its constrained region allows coefficient values to inert to zero.

What is lasso regression for beginners? ›

Lasso regression is a type of linear regression that uses shrinkage. Shrinkage is where data values are shrunk towards a central point, like the mean. The lasso procedure encourages simple, sparse models (i.e. models with fewer parameters).

How do you optimize lasso regression? ›

How to create and optimize a baseline Lasso Regression model in...
  1. Step 1 - Import the library - GridSearchCv. ...
  2. Step 2 - Setup the Data. ...
  3. Step 3 - Using StandardScaler and PCA. ...
  4. Step 5 - Using Pipeline for GridSearchCV. ...
  5. Step 6 - Using GridSearchCV and Printing Results.
Aug 16, 2022

Is A trendline the same as a regression line? ›

A regression line is a line drawn through the points on a scatter or bubble chart to summarize the relationship between the variables being studied. Also called a trendline, a regression line is a graphical representation of trends in the group, often used for the study of problems of prediction.

Is a linear regression line a trend line? ›

Linear regression is the statistical fitting of a trend line to an observed dataset, in which one of the data values - the dependent variable - is found to be linearly dependent on the value of the other causal data values or variables - the independent variables.

What is a regression channel in trading view? ›

A linear regression channel consists of a median line with 2 parallel lines, above and below it, at the same distance. Those lines can be seen as support and resistance. The median line is calculated based on linear regression of the closing prices but the source can also be set to open, high or low.

How do you use regression as a forecasting approach? ›

The general procedure for using regression to make good predictions is the following:
  1. Research the subject-area so you can build on the work of others. ...
  2. Collect data for the relevant variables.
  3. Specify and assess your regression model.
  4. If you have a model that adequately fits the data, use it to make predictions.

What is trend projection with regression? ›

The Trend and Forecasting function calculates a regression line or line of best fit. When applied to a time series, it can forecast future values. This function can be used with a measure and date/time values, or with two measures where each is typically plotted along a separate chart axis.

What is regression trend analysis? ›

Trend (Linear) Regression analysis uses an equation to analyze the relationship between two or more quantitative variables in order to predict one from the other(s). Linear Regression measures the relationship between two variables: X and Y. X is the independent variable and Y is the dependent variable.

What is a trend variable in regression? ›

The trend variable defines the year ranges for which SEER*Stat computes the trends. Groupings that do not contain at least two consecutive years, or that contain non-contiguous years, will be ignored in trend calculations.

Which regression model is best for forecasting? ›

Simple linear regression is commonly used in forecasting and financial analysis—for a company to tell how a change in the GDP could affect sales, for example. Microsoft Excel and other software can do all the calculations,1 but it's good to know how the mechanics of simple linear regression work.

Which regression model is best for prediction? ›

1) Linear Regression

It is one of the most-used regression algorithms in Machine Learning. A significant variable from the data set is chosen to predict the output variables (future values).

What is the disadvantage of regression analysis? ›

It involves very lengthy and complicated procedure of calculations and analysis. It cannot be used in case of qualitative phenomenon viz. honesty, crime etc.

Can regression be used to estimate the trend of a series? ›

Regression analysis or trend estimation of a series of data points, e.g. observed as a time series, can be regarded as a process of constructing a curve that has the best fit to those data points. Curve can be used as an aid for data visualization.

Does linear regression show trend? ›

Multiple linear regression establishes the relationship between independent variables (two or more) and the corresponding dependent variable. Here, the independent variables can be either continuous or categorical. This regression type helps foresee trends, determine future values, and predict the impacts of changes.

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Name: Catherine Tremblay

Birthday: 1999-09-23

Address: Suite 461 73643 Sherril Loaf, Dickinsonland, AZ 47941-2379

Phone: +2678139151039

Job: International Administration Supervisor

Hobby: Dowsing, Snowboarding, Rowing, Beekeeping, Calligraphy, Shooting, Air sports

Introduction: My name is Catherine Tremblay, I am a precious, perfect, tasty, enthusiastic, inexpensive, vast, kind person who loves writing and wants to share my knowledge and understanding with you.