Merchants Bancorp Stock Forecast - Polynomial Regression
| MBIN Stock | USD 39.04 0.30 0.76% |
The Polynomial Regression forecasted value of Merchants Bancorp on the next trading day is expected to be 38.12 with a mean absolute deviation of 1.13 and the sum of the absolute errors of 69.78. Merchants Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Merchants Bancorp stock prices and determine the direction of Merchants Bancorp's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Merchants Bancorp's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Merchants Bancorp's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Merchants Bancorp's systematic risk associated with finding meaningful patterns of Merchants Bancorp fundamentals over time.
Check out Historical Fundamental Analysis of Merchants Bancorp to cross-verify your projections. Merchants |
Open Interest Against 2024-05-17 Merchants Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Merchants Bancorp's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Merchants Bancorp's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Merchants Bancorp stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Merchants Bancorp's open interest, investors have to compare it to Merchants Bancorp's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Merchants Bancorp is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Merchants. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Most investors in Merchants Bancorp cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Merchants Bancorp's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Merchants Bancorp's price structures and extracts relationships that further increase the generated results' accuracy.
Merchants Bancorp polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Merchants Bancorp as well as the accuracy indicators are determined from the period prices. Merchants Bancorp Polynomial Regression Price Forecast For the 28th of April
Given 90 days horizon, the Polynomial Regression forecasted value of Merchants Bancorp on the next trading day is expected to be 38.12 with a mean absolute deviation of 1.13, mean absolute percentage error of 1.90, and the sum of the absolute errors of 69.78.Please note that although there have been many attempts to predict Merchants Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Merchants Bancorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Merchants Bancorp Stock Forecast Pattern
| Backtest Merchants Bancorp | Merchants Bancorp Price Prediction | Buy or Sell Advice |
Merchants Bancorp Forecasted Value
In the context of forecasting Merchants Bancorp's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Merchants Bancorp's downside and upside margins for the forecasting period are 35.60 and 40.64, respectively. We have considered Merchants Bancorp's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Model Predictive Factors
The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Merchants Bancorp stock data series using in forecasting. Note that when a statistical model is used to represent Merchants Bancorp stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.| AIC | Akaike Information Criteria | 120.5907 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 1.1255 |
| MAPE | Mean absolute percentage error | 0.0275 |
| SAE | Sum of the absolute errors | 69.7806 |
Predictive Modules for Merchants Bancorp
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Merchants Bancorp. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Merchants Bancorp's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Other Forecasting Options for Merchants Bancorp
For every potential investor in Merchants, whether a beginner or expert, Merchants Bancorp's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Merchants Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Merchants. Basic forecasting techniques help filter out the noise by identifying Merchants Bancorp's price trends.Merchants Bancorp Related Equities
One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Merchants Bancorp stock to make a market-neutral strategy. Peer analysis of Merchants Bancorp could also be used in its relative valuation, which is a method of valuing Merchants Bancorp by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Merchants Bancorp Technical and Predictive Analytics
The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Merchants Bancorp's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Merchants Bancorp's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Merchants Bancorp Market Strength Events
Market strength indicators help investors to evaluate how Merchants Bancorp stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Merchants Bancorp shares will generate the highest return on investment. By undertsting and applying Merchants Bancorp stock market strength indicators, traders can identify Merchants Bancorp entry and exit signals to maximize returns.
| Accumulation Distribution | 1024.41 | |||
| Daily Balance Of Power | (0.45) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 39.22 | |||
| Day Typical Price | 39.16 | |||
| Price Action Indicator | (0.33) | |||
| Period Momentum Indicator | (0.30) |
Merchants Bancorp Risk Indicators
The analysis of Merchants Bancorp's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Merchants Bancorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting merchants stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
| Mean Deviation | 1.88 | |||
| Standard Deviation | 2.47 | |||
| Variance | 6.09 |
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.
Building efficient market-beating portfolios requires time, education, and a lot of computing power!
The Portfolio Architect is an AI-driven system that provides multiple benefits to our users by leveraging cutting-edge machine learning algorithms, statistical analysis, and predictive modeling to automate the process of asset selection and portfolio construction, saving time and reducing human error for individual and institutional investors.
Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Merchants Bancorp to cross-verify your projections. To learn how to invest in Merchants Stock, please use our How to Invest in Merchants Bancorp guide.You can also try the Earnings Calls module to check upcoming earnings announcements updated hourly across public exchanges.
Complementary Tools for Merchants Stock analysis
When running Merchants Bancorp's price analysis, check to measure Merchants Bancorp's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Merchants Bancorp is operating at the current time. Most of Merchants Bancorp's value examination focuses on studying past and present price action to predict the probability of Merchants Bancorp's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Merchants Bancorp's price. Additionally, you may evaluate how the addition of Merchants Bancorp to your portfolios can decrease your overall portfolio volatility.
| Portfolio Dashboard Portfolio dashboard that provides centralized access to all your investments | |
| My Watchlist Analysis Analyze my current watchlist and to refresh optimization strategy. Macroaxis watchlist is based on self-learning algorithm to remember stocks you like | |
| Volatility Analysis Get historical volatility and risk analysis based on latest market data | |
| Money Flow Index Determine momentum by analyzing Money Flow Index and other technical indicators | |
| Stocks Directory Find actively traded stocks across global markets | |
| ETF Categories List of ETF categories grouped based on various criteria, such as the investment strategy or type of investments | |
| Sign In To Macroaxis Sign in to explore Macroaxis' wealth optimization platform and fintech modules | |
| Headlines Timeline Stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity | |
| Idea Analyzer Analyze all characteristics, volatility and risk-adjusted return of Macroaxis ideas | |
| Equity Analysis Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities | |
| Technical Analysis Check basic technical indicators and analysis based on most latest market data | |
| ETFs Find actively traded Exchange Traded Funds (ETF) from around the world | |
| Fundamentals Comparison Compare fundamentals across multiple equities to find investing opportunities |
Is Merchants Bancorp's industry expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Merchants Bancorp. If investors know Merchants will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Merchants Bancorp listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.423 | Dividend Share 0.32 | Earnings Share 5.42 | Revenue Per Share 12.088 | Quarterly Revenue Growth 0.358 |
The market value of Merchants Bancorp is measured differently than its book value, which is the value of Merchants that is recorded on the company's balance sheet. Investors also form their own opinion of Merchants Bancorp's value that differs from its market value or its book value, called intrinsic value, which is Merchants Bancorp's true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Merchants Bancorp's market value can be influenced by many factors that don't directly affect Merchants Bancorp's underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Merchants Bancorp's value and its price as these two are different measures arrived at by different means. Investors typically determine if Merchants Bancorp is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Merchants Bancorp's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.