Pet Acquisition Stock Forecast - Naive Prediction
| WOOF Stock | USD 1.66 0.10 5.68% |
The Naive Prediction forecasted value of Pet Acquisition LLC on the next trading day is expected to be 1.81 with a mean absolute deviation of 0.1 and the sum of the absolute errors of 5.93. Pet Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Pet Acquisition stock prices and determine the direction of Pet Acquisition LLC's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Pet Acquisition's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Pet Acquisition's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Pet Acquisition's systematic risk associated with finding meaningful patterns of Pet Acquisition fundamentals over time.
Check out Historical Fundamental Analysis of Pet Acquisition to cross-verify your projections. Pet |
Open Interest Against 2024-05-17 Pet Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Pet Acquisition'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 Pet Acquisition's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Pet Acquisition 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 Pet Acquisition's open interest, investors have to compare it to Pet Acquisition'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 Pet Acquisition 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 Pet. 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 Pet Acquisition 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 Pet Acquisition's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Pet Acquisition's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Pet Acquisition is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Pet Acquisition LLC 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. Pet Acquisition Naive Prediction Price Forecast For the 13th of May 2024
Given 90 days horizon, the Naive Prediction forecasted value of Pet Acquisition LLC on the next trading day is expected to be 1.81 with a mean absolute deviation of 0.1, mean absolute percentage error of 0.02, and the sum of the absolute errors of 5.93.Please note that although there have been many attempts to predict Pet 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 Pet Acquisition's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Pet Acquisition Stock Forecast Pattern
| Backtest Pet Acquisition | Pet Acquisition Price Prediction | Buy or Sell Advice |
Pet Acquisition Forecasted Value
In the context of forecasting Pet Acquisition'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. Pet Acquisition's downside and upside margins for the forecasting period are 0.02 and 6.29, respectively. We have considered Pet Acquisition'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 Pet Acquisition stock data series using in forecasting. Note that when a statistical model is used to represent Pet Acquisition 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 | 113.9184 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0973 |
| MAPE | Mean absolute percentage error | 0.0458 |
| SAE | Sum of the absolute errors | 5.935 |
Predictive Modules for Pet Acquisition
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Pet Acquisition LLC. 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 Pet Acquisition'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 Pet Acquisition
For every potential investor in Pet, whether a beginner or expert, Pet Acquisition's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Pet Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Pet. Basic forecasting techniques help filter out the noise by identifying Pet Acquisition's price trends.Pet Acquisition 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 Pet Acquisition stock to make a market-neutral strategy. Peer analysis of Pet Acquisition could also be used in its relative valuation, which is a method of valuing Pet Acquisition by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Pet Acquisition LLC 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 Pet Acquisition'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 Pet Acquisition's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Pet Acquisition Market Strength Events
Market strength indicators help investors to evaluate how Pet Acquisition stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Pet Acquisition shares will generate the highest return on investment. By undertsting and applying Pet Acquisition stock market strength indicators, traders can identify Pet Acquisition LLC entry and exit signals to maximize returns.
Pet Acquisition Risk Indicators
The analysis of Pet Acquisition'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 Pet Acquisition's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting pet 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 | 3.21 | |||
| Standard Deviation | 4.46 | |||
| Variance | 19.91 |
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.
Also Currently Popular
Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.When determining whether Pet Acquisition LLC is a strong investment it is important to analyze Pet Acquisition's competitive position within its industry, examining market share, product or service uniqueness, and competitive advantages. Beyond financials and market position, potential investors should also consider broader economic conditions, industry trends, and any regulatory or geopolitical factors that may impact Pet Acquisition's future performance. For an informed investment choice regarding Pet Stock, refer to the following important reports:Check out Historical Fundamental Analysis of Pet Acquisition to cross-verify your projections. You can also try the Portfolio Suggestion module to get suggestions outside of your existing asset allocation including your own model portfolios.
Complementary Tools for Pet Stock analysis
When running Pet Acquisition's price analysis, check to measure Pet Acquisition'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 Pet Acquisition is operating at the current time. Most of Pet Acquisition's value examination focuses on studying past and present price action to predict the probability of Pet Acquisition's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Pet Acquisition's price. Additionally, you may evaluate how the addition of Pet Acquisition to your portfolios can decrease your overall portfolio volatility.
| Funds Screener Find actively-traded funds from around the world traded on over 30 global exchanges | |
| Aroon Oscillator Analyze current equity momentum using Aroon Oscillator and other momentum ratios | |
| Stock Tickers Use high-impact, comprehensive, and customizable stock tickers that can be easily integrated to any websites | |
| Money Flow Index Determine momentum by analyzing Money Flow Index and other technical indicators | |
| 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 | |
| Headlines Timeline Stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity | |
| 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 | |
| Top Crypto Exchanges Search and analyze digital assets across top global cryptocurrency exchanges | |
| Investing Opportunities Build portfolios using our predefined set of ideas and optimize them against your investing preferences | |
| Insider Screener Find insiders across different sectors to evaluate their impact on performance | |
| Analyst Advice Analyst recommendations and target price estimates broken down by several categories | |
| Portfolio Holdings Check your current holdings and cash postion to detemine if your portfolio needs rebalancing |
Is Pet Acquisition'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 Pet Acquisition. If investors know Pet 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 Pet Acquisition 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 0.094 | Earnings Share (4.78) | Revenue Per Share 23.38 | Quarterly Revenue Growth 0.061 | Return On Assets 0.0047 |
The market value of Pet Acquisition LLC is measured differently than its book value, which is the value of Pet that is recorded on the company's balance sheet. Investors also form their own opinion of Pet Acquisition's value that differs from its market value or its book value, called intrinsic value, which is Pet Acquisition'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 Pet Acquisition's market value can be influenced by many factors that don't directly affect Pet Acquisition'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 Pet Acquisition's value and its price as these two are different measures arrived at by different means. Investors typically determine if Pet Acquisition is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Pet Acquisition'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.