GATX Stock Forecast - Naive Prediction

GATX Stock  USD 133.93  2.55  1.94%   
The Naive Prediction forecasted value of GATX Corporation on the next trading day is expected to be 130.26 with a mean absolute deviation of  1.77  and the sum of the absolute errors of 109.65. GATX Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast GATX stock prices and determine the direction of GATX Corporation's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of GATX's historical fundamentals, such as revenue growth or operating cash flow patterns. Although GATX's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of GATX's systematic risk associated with finding meaningful patterns of GATX fundamentals over time.
Check out Historical Fundamental Analysis of GATX to cross-verify your projections.
  
At this time, GATX's Inventory Turnover is fairly stable compared to the past year. Receivables Turnover is likely to rise to 6.78 in 2024, whereas Payables Turnover is likely to drop 2.42 in 2024. . Common Stock Shares Outstanding is likely to rise to about 36 M in 2024, whereas Net Income Applicable To Common Shares is likely to drop slightly above 172.8 M in 2024.

Open Interest Against 2024-04-19 GATX Option Contracts

Although open interest is a measure utilized in the options markets, it could be used to forecast GATX'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 GATX's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for GATX 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 GATX's open interest, investors have to compare it to GATX'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 GATX 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 GATX. 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 GATX 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 GATX's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets GATX's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for GATX is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of GATX Corporation 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.

GATX Naive Prediction Price Forecast For the 29th of March

Given 90 days horizon, the Naive Prediction forecasted value of GATX Corporation on the next trading day is expected to be 130.26 with a mean absolute deviation of 1.77, mean absolute percentage error of 4.51, and the sum of the absolute errors of 109.65.
Please note that although there have been many attempts to predict GATX 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 GATX's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

GATX Stock Forecast Pattern

Backtest GATXGATX Price PredictionBuy or Sell Advice 

GATX Forecasted Value

In the context of forecasting GATX'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. GATX's downside and upside margins for the forecasting period are 128.85 and 131.68, respectively. We have considered GATX'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.
Market Value
133.93
128.85
Downside
130.26
Expected Value
131.68
Upside

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 GATX stock data series using in forecasting. Note that when a statistical model is used to represent GATX 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.
AICAkaike Information Criteria121.4538
BiasArithmetic mean of the errors None
MADMean absolute deviation1.7686
MAPEMean absolute percentage error0.0141
SAESum of the absolute errors109.6503
This model is not at all useful as a medium-long range forecasting tool of GATX Corporation. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict GATX. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for GATX

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as GATX. 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 GATX'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.
Hype
Prediction
LowEstimatedHigh
132.69134.10135.51
Details
Intrinsic
Valuation
LowRealHigh
120.35121.76147.32
Details
Bollinger
Band Projection (param)
LowMiddleHigh
128.89131.89134.89
Details
4 Analysts
Consensus
LowTargetHigh
122.67134.80149.63
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as GATX. Your research has to be compared to or analyzed against GATX's peers to derive any actionable benefits. When done correctly, GATX's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in GATX.

Other Forecasting Options for GATX

For every potential investor in GATX, whether a beginner or expert, GATX's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. GATX Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in GATX. Basic forecasting techniques help filter out the noise by identifying GATX's price trends.

GATX 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 GATX stock to make a market-neutral strategy. Peer analysis of GATX could also be used in its relative valuation, which is a method of valuing GATX by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

GATX 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 GATX'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 GATX's current price.

GATX Market Strength Events

Market strength indicators help investors to evaluate how GATX stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading GATX shares will generate the highest return on investment. By undertsting and applying GATX stock market strength indicators, traders can identify GATX Corporation entry and exit signals to maximize returns.

GATX Risk Indicators

The analysis of GATX'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 GATX's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting gatx 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.
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.

GATX Investors Sentiment

The influence of GATX's investor sentiment on the probability of its price appreciation or decline could be a good factor in your decision-making process regarding taking a position in GATX. The overall investor sentiment generally increases the direction of a stock movement in a one-year investment horizon. However, the impact of investor sentiment on the entire stock market does not have solid backing from leading economists and market statisticians.
Investor biases related to GATX's public news can be used to forecast risks associated with an investment in GATX. The trend in average sentiment can be used to explain how an investor holding GATX can time the market purely based on public headlines and social activities around GATX Corporation. Please note that most equities that are difficult to arbitrage are affected by market sentiment the most.
GATX's market sentiment shows the aggregated news analyzed to detect positive and negative mentions from the text and comments. The data is normalized to provide daily scores for GATX's and other traded tickers. The bigger the bubble, the more accurate is the estimated score. Higher bars for a given day show more participation in the average GATX's news discussions. The higher the estimated score, the more favorable is the investor's outlook on GATX.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards GATX in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, GATX's short interest history, or implied volatility extrapolated from GATX options trading.

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When determining whether GATX offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of GATX's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Gatx Corporation Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Gatx Corporation Stock:
Check out Historical Fundamental Analysis of GATX to cross-verify your projections.
You can also try the Balance Of Power module to check stock momentum by analyzing Balance Of Power indicator and other technical ratios.

Complementary Tools for GATX Stock analysis

When running GATX's price analysis, check to measure GATX'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 GATX is operating at the current time. Most of GATX's value examination focuses on studying past and present price action to predict the probability of GATX's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move GATX's price. Additionally, you may evaluate how the addition of GATX to your portfolios can decrease your overall portfolio volatility.
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Is GATX'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 GATX. If investors know GATX 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 GATX 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
0.331
Dividend Share
2.2
Earnings Share
7.12
Revenue Per Share
39.521
Quarterly Revenue Growth
0.143
The market value of GATX is measured differently than its book value, which is the value of GATX that is recorded on the company's balance sheet. Investors also form their own opinion of GATX's value that differs from its market value or its book value, called intrinsic value, which is GATX'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 GATX's market value can be influenced by many factors that don't directly affect GATX'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 GATX's value and its price as these two are different measures arrived at by different means. Investors typically determine if GATX is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, GATX'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.