Ally Financial Stock Forecast - Naive Prediction
| ALLY Stock | USD 39.05 0.34 0.88% |
The Naive Prediction forecasted value of Ally Financial on the next trading day is expected to be 37.80 with a mean absolute deviation of 0.54 and the sum of the absolute errors of 32.69. Ally Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Ally Financial stock prices and determine the direction of Ally Financial's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Ally Financial's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Ally Financial's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Ally Financial's systematic risk associated with finding meaningful patterns of Ally Financial fundamentals over time.
Check out Historical Fundamental Analysis of Ally Financial to cross-verify your projections. Ally |
Open Interest Against 2024-04-19 Ally Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Ally Financial'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 Ally Financial's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Ally Financial 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 Ally Financial's open interest, investors have to compare it to Ally Financial'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 Ally Financial 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 Ally. 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 Ally Financial 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 Ally Financial's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Ally Financial's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Ally Financial is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Ally Financial value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period. Ally Financial Naive Prediction Price Forecast For the 20th of April
Given 90 days horizon, the Naive Prediction forecasted value of Ally Financial on the next trading day is expected to be 37.80 with a mean absolute deviation of 0.54, mean absolute percentage error of 0.48, and the sum of the absolute errors of 32.69.Please note that although there have been many attempts to predict Ally 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 Ally Financial's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Ally Financial Stock Forecast Pattern
| Backtest Ally Financial | Ally Financial Price Prediction | Buy or Sell Advice |
Ally Financial Forecasted Value
In the context of forecasting Ally Financial'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. Ally Financial's downside and upside margins for the forecasting period are 35.90 and 39.70, respectively. We have considered Ally Financial'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Ally Financial stock data series using in forecasting. Note that when a statistical model is used to represent Ally Financial 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 | 117.3667 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5359 |
| MAPE | Mean absolute percentage error | 0.0143 |
| SAE | Sum of the absolute errors | 32.6915 |
Predictive Modules for Ally Financial
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ally Financial. 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 Ally Financial'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 Ally Financial
For every potential investor in Ally, whether a beginner or expert, Ally Financial's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Ally Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Ally. Basic forecasting techniques help filter out the noise by identifying Ally Financial's price trends.Ally Financial 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 Ally Financial stock to make a market-neutral strategy. Peer analysis of Ally Financial could also be used in its relative valuation, which is a method of valuing Ally Financial by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Ally Financial 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 Ally Financial'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 Ally Financial's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Ally Financial Market Strength Events
Market strength indicators help investors to evaluate how Ally Financial stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Ally Financial shares will generate the highest return on investment. By undertsting and applying Ally Financial stock market strength indicators, traders can identify Ally Financial entry and exit signals to maximize returns.
| Accumulation Distribution | 108521.0 | |||
| Daily Balance Of Power | 0.5763 | |||
| Rate Of Daily Change | 1.01 | |||
| Day Median Price | 39.05 | |||
| Day Typical Price | 39.05 | |||
| Price Action Indicator | 0.17 | |||
| Period Momentum Indicator | 0.34 |
Ally Financial Risk Indicators
The analysis of Ally Financial'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 Ally Financial's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ally 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 | 1.6 | |||
| Semi Deviation | 1.58 | |||
| Standard Deviation | 2.3 | |||
| Variance | 5.28 | |||
| Downside Variance | 3.18 | |||
| Semi Variance | 2.51 | |||
| Expected Short fall | (1.77) |
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.
Pair Trading with Ally Financial
One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Ally Financial position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Ally Financial will appreciate offsetting losses from the drop in the long position's value.Moving together with Ally Stock
| 0.76 | AXP | American Express Earnings Call Today | PairCorr |
| 0.7 | SCHW | Charles Schwab Corp Normal Trading | PairCorr |
| 0.86 | C | Citigroup Financial Report 12th of July 2024 | PairCorr |
| 0.82 | L | Loews Corp | PairCorr |
Moving against Ally Stock
| 0.67 | HG | Hamilton Insurance Report 21st of October 2024 | PairCorr |
The ability to find closely correlated positions to Ally Financial could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Ally Financial when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Ally Financial - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Ally Financial to buy it.
The correlation of Ally Financial is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Ally Financial moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Ally Financial moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Ally Financial can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.Check out Historical Fundamental Analysis of Ally Financial to cross-verify your projections. For more information on how to buy Ally Stock please use our How to Invest in Ally Financial guide.You can also try the Funds Screener module to find actively-traded funds from around the world traded on over 30 global exchanges.
Complementary Tools for Ally Stock analysis
When running Ally Financial's price analysis, check to measure Ally Financial'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 Ally Financial is operating at the current time. Most of Ally Financial's value examination focuses on studying past and present price action to predict the probability of Ally Financial's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Ally Financial's price. Additionally, you may evaluate how the addition of Ally Financial to your portfolios can decrease your overall portfolio volatility.
| Equity Analysis Research over 250,000 global equities including funds, stocks and ETFs to find investment opportunities | |
| Transaction History View history of all your transactions and understand their impact on performance | |
| Stock Screener Find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook. | |
| ETF Categories List of ETF categories grouped based on various criteria, such as the investment strategy or type of investments | |
| Portfolio Dashboard Portfolio dashboard that provides centralized access to all your investments | |
| Instant Ratings Determine any equity ratings based on digital recommendations. Macroaxis instant equity ratings are based on combination of fundamental analysis and risk-adjusted market performance | |
| Positions Ratings Determine portfolio positions ratings based on digital equity recommendations. Macroaxis instant position ratings are based on combination of fundamental analysis and risk-adjusted market performance | |
| Piotroski F Score Get Piotroski F Score based on the binary analysis strategy of nine different fundamentals |
Is Ally Financial'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 Ally Financial. If investors know Ally 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 Ally Financial 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 (0.81) | Dividend Share 1.2 | Earnings Share 2.99 | Revenue Per Share 23.394 | Quarterly Revenue Growth (0.13) |
The market value of Ally Financial is measured differently than its book value, which is the value of Ally that is recorded on the company's balance sheet. Investors also form their own opinion of Ally Financial's value that differs from its market value or its book value, called intrinsic value, which is Ally Financial'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 Ally Financial's market value can be influenced by many factors that don't directly affect Ally Financial'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 Ally Financial's value and its price as these two are different measures arrived at by different means. Investors typically determine if Ally Financial is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Ally Financial'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.