United Tractors Pink Sheet Forecast - Polynomial Regression
| PUTKY Stock | USD 34.23 0.09 0.26% |
The Polynomial Regression forecasted value of United Tractors Tbk on the next trading day is expected to be 34.08 with a mean absolute deviation of 0.55 and the sum of the absolute errors of 33.58. United Pink Sheet Forecast is based on your current time horizon.
United |
United Tractors Polynomial Regression Price Forecast For the 30th of November
Given 90 days horizon, the Polynomial Regression forecasted value of United Tractors Tbk on the next trading day is expected to be 34.08 with a mean absolute deviation of 0.55, mean absolute percentage error of 0.48, and the sum of the absolute errors of 33.58.Please note that although there have been many attempts to predict United Pink Sheet 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 United Tractors' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
United Tractors Pink Sheet Forecast Pattern
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United Tractors Forecasted Value
In the context of forecasting United Tractors' Pink Sheet 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. United Tractors' downside and upside margins for the forecasting period are 32.46 and 35.70, respectively. We have considered United Tractors' 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 United Tractors pink sheet data series using in forecasting. Note that when a statistical model is used to represent United Tractors pink sheet, 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 | 117.3823 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.5504 |
| MAPE | Mean absolute percentage error | 0.0162 |
| SAE | Sum of the absolute errors | 33.5764 |
Predictive Modules for United Tractors
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as United Tractors Tbk. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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.Other Forecasting Options for United Tractors
For every potential investor in United, whether a beginner or expert, United Tractors' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. United Pink Sheet price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in United. Basic forecasting techniques help filter out the noise by identifying United Tractors' price trends.View United Tractors Related Equities
| Risk & Return | Correlation |
United Tractors Tbk Technical and Predictive Analytics
The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of United Tractors' 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 United Tractors' current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
United Tractors Market Strength Events
Market strength indicators help investors to evaluate how United Tractors pink sheet reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading United Tractors shares will generate the highest return on investment. By undertsting and applying United Tractors pink sheet market strength indicators, traders can identify United Tractors Tbk entry and exit signals to maximize returns.
United Tractors Risk Indicators
The analysis of United Tractors' 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 United Tractors' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting united pink sheet 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 | 1.23 | |||
| Semi Deviation | 1.74 | |||
| Standard Deviation | 1.64 | |||
| Variance | 2.7 | |||
| Downside Variance | 3.27 | |||
| Semi Variance | 3.03 | |||
| Expected Short fall | (1.14) |
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.
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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.Additional Tools for United Pink Sheet Analysis
When running United Tractors' price analysis, check to measure United Tractors' 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 United Tractors is operating at the current time. Most of United Tractors' value examination focuses on studying past and present price action to predict the probability of United Tractors' future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move United Tractors' price. Additionally, you may evaluate how the addition of United Tractors to your portfolios can decrease your overall portfolio volatility.